emosign_dataset.csv

video_name,Sentiment,joy,excited,surprise_pos,surprise_neg,worry,sadness,fear,disgust,frustration,anger,Reasoning_1,Reasoning_2,Reasoning_3
10-Ben-Conclusion_24363254,2,3,2,1,1,1,1,1,1,1,1,presenting 2 different directions that people can branch off to...with no judgment...flat expression.  Matter-of-fact,head tiled down and head tiled up ..  eye brow raised ,slight smile on face when signing the statement suggesting postive cues 
10-Ben-Conclusion_24480520,-1,1,1,1,3,1,3,1,1,3,2,"raised brows to indicate a possibility, but then lowering them to indicate what really did happen","not allowed, raised eye brow,  eye gaze attention, focused,  body posture emotional ",Furrowed brows show dissapointment and surprise
10-Ben-Conclusion_29052074,-1,1,1,1,1,1,1,1,3,4,1,role shifting to depicit the views of general society when viewing Deaf people...including expressions of disgust and patronization,"eyes closed, eyes blinked, head shake,  pouted lips ",shaking head and eyebrows furrowed suggest confusion 
2-Ben-Voice-Identity_64778101,2,2,3,3,1,1,1,1,1,1,1,excellent use of different eye gaze directions to shift between the phone convo he is having and narrating this to his audience," wide eyes,  facial expression showing approval, phone conservation head nodding approval ","His facial expression with the pursed lips show intense concentration and the way the eyes widen when ""smart"" is signed shows surprise. THe way the brows raised and the signs are at an even pace when he says meet tomorrow reflect positive emotions"
2-Ben-Voice-Identity_65086412,-1,1,1,1,3,1,1,1,1,3,1,neutral brows indicate that this was a statement...waiting to be flavorized by subsequent expressions and/or signs,"facial show worried,  head movement,  head nod  showing affirmation ","head shake and the way the emphasized eye blinking during ""not match"" shows negative emotions, possibly some frustration "
2-Ben-Voice-Identity_65174582,-1,1,1,1,1,1,1,1,1,3,1,I would characterize this emotion as imposing...describing something mysterious,"emotion  show worry, frustrated,  finger spelled ( emphasized ) with eye brow ",prominent frown among the whole clip suggests negative emotions along with the body movement during the word characteristics seems agressive and supports the negative emotions
2-Ben-Voice-Identity_66058307,-1,1,1,1,2,1,1,1,1,1,1,'and worse' at the beginning...moreso.  his furrowed brows draw the viewer in to see what is going to be said next...,"eye widen,  furrowed brows, pouted lips ","Eyebrows furrowed, head shaking, eyes wide when signing ""and worst"" "
Cory_2013-6-25_sc0106_83664512,2,4,4,3,1,1,1,1,1,1,1,how he smiles slightly throughout the clip signifies that this is a piece of good news,"mouth open, looking suprised ","smiling the whole time, the word transfer was slightly bigger and wider than the rest of the statement suggesting surprise "
Cory_2013-6-27_sc107_1372,3,4,4,3,1,1,1,1,1,1,1,"widened eyes, sign for 'awesome', pause before 'wow' for emphasis",wow: eye wide ,"the sign of ""very or extremely"" is the claw-shaped hand moving left and right by the head emphasizing, eye squirting more emphasizing, use both hand shows for the word ""amazing"" shows more emphasizing"
Cory_2013-6-27_sc107_1575,3,4,4,4,1,1,1,1,1,1,1,paused before doing the kiss-fist for emphasis,kissfist  and  show excitement with  open mouth ( 0) ,"the pouted lips emphasizing joy/excited when signing ""ohhh"" in the middle of ""car"" and ""kissfis"""
Cory_2013-6-27_sc107_1677,-3,1,1,1,1,1,1,1,2,1,1,he depicts himself being polite in front of the wearer of the dress when he secretly does not like the dress,"THAT DRESS ( slight squint ) dislike, shaking head not my type",The  frown with head shake suggest negative emotions or disdain. 
Cory_2013-6-27_sc107_2590,3,4,4,3,1,1,1,1,1,1,1,long closed eyes while signing 'wow' give emphasis to how his friend was feeling," mouth (o) showing thrilled , why won lottery exciting  with body shoulder raised ","Closed eyes and shaking head while signing ""excited"" emphasizes positive emotions and joy "
Cory_2013-6-27_sc107_3098,3,4,4,4,1,1,1,1,1,1,1,pursed lips indicate an attempt to control his emotions/excitement at his best friend having visited Boston yesterday,"head tiled, eye brow up ","side smile suggests happiness when signing ""best friend"" "
Cory_2013-6-27_sc107_32100,-2,1,1,1,3,1,1,1,4,1,1,"using 'wow' at the beginning to reel in the viewer, then slowing down for dramatic effect","WOW, watch COST EMPHASIZED , two thousands ( furrowed brows )","the sign ""crazy"" is signed with a frown "
Cory_2013-6-27_sc107_362,-2,1,1,1,1,4,1,4,1,4,4,furrowed brows with 'upset' makes the word stronger.  looked like he was about to answer his own question (rhetorical) at the end when the video cut off,"CS, furrowed brows,  shaking head ","Bared teeth, head shake, scrunched face when signing ""why"" suggests intense negative emotions"
Cory_2013-6-27_sc107_6814,3,4,3,4,1,1,1,1,1,1,1,how he depicted himself eating the sandwich showed his expression when he tasted it...wow...very delicious...with sign for 'wow' and a large sign for 'delicious' and head rotation,CS ( recently). WOW  delicious !!,"""delicious"" signed with lips out and head shake suggest positive emotions "
Cory_2013-6-27_sc107_7119,3,4,3,3,1,1,1,1,1,1,1,"raised brows to indicate a rhetorical question, quickly segueing into a strong, firm statement about how this person will kiss-fist the cake in question","raising eye brow indicate yes , like chocolate cake , head tilt  emphasized like choc ","when the person signs ""kissfist or love"", the head shakes swiftly with closed eyes, emphasizes joy and excited."
Cory_2013-6-27_sc107_7321,-2,1,1,1,1,2,1,1,1,1,1,"the FS UPSET shows extra upset-ness, as compared with merely signing that word","if vote again head shaking, if win shoulder raising ",the lip curl and head shake suggest disappointment and negative emotions 
Cory_2013-6-27_sc107_7422,-2,1,1,1,1,1,1,4,1,4,1,the slowed-down sign for 'upset' does a lot to indicate how angry his mom would be,IF IF++ forgot food store. mom upset will eye brow  up and head nodded ,"upset feels emphasized because of the head shake that accompanied it, this suggests worry and some fear"
Cory_2013-6-27_sc107_8436,-2,1,1,1,1,1,4,2,1,4,1,"the repeated sign for 'struggle' conveys a long time struggling, and then the sign for 'become' growing out of that same space indicates that this same issue is now causing the subject's despair","sta, sta - struggling, head tilt depression ","""struggle"" signed with the open mouth movement emphasizes frustration. The pout at the end with the sign ""dejected"" suggests sad"
Cory_2013-6-27_sc107_8638,-3,1,1,1,1,4,1,4,1,1,1,"wide eyes indicating a negative occurrence, as well as mouth wide open to convey fear/panic","computer crashed, hands nervous facial expression stressed, ","the sign ""nervous/panic"" paired with the facial expression of open mouth and shaking body suggests strong fear and worry "
Cory_2013-6-27_sc107_8841,3,4,2,3,1,1,1,1,1,1,1,"sign for 'wow', followed by large space for 'beautiful' emphasizes what he really thinks of the picture","you give me pix wow beautiful !! head tilt as agreed, emotions with head movement, facial expression show wow ","the bared teeth and open movement show positivity, the head shake during ""beautiful"" emphasizes the feeling "
Cory_2013-6-27_sc107_9956,2,2,2,1,1,1,1,1,1,1,1,closed-eyes with kiss-fist indicates a deep liking for,"eyes squint  kiss fist , head tilted back which","""vegetables"" is signed postively with a slightly widened eye suggesting positive emotions "
Cory_2013-6-27_sc108_3378264,-2,1,1,1,1,1,3,1,1,3,1,the large 'bored' at the end betrays his true feelings about reading that book,will finish read ( facial show a bit frustrate with tongue a bit out.) head titled bored ,"the way the sign ""boring"" is coupled with open mouth and lip curl suggests disgust or  dislike - negative emotions"
Cory_2013-6-27_sc108_3378363,-2,1,1,1,1,1,1,1,1,4,1,"the tongue hanging out and the large sign for 'bored' both serve to convey, well, being really bored!","blow kissing bored,  eye gaze - determined ","the open mouth and head movement to the side when signing ""bored"" suggest very negative emotions leaning more towards dislike "
Cory_2013-6-27_sc108_3378954,2,1,3,1,1,1,1,1,1,1,1,wide eyes when talking about the winning of an award...and large signing space for 'won', netural facial expression,the sign won had bigger range of movement and emphasized with a head shake and slight smile suggesting postive emotions such as joy or excitement 
Cory_2013-6-27_sc108_3379053,2,3,3,3,1,1,1,1,1,1,1,'won' is made stronger by the head turning to one side a bit,netural face  with small smile ,"the sign ""win"" is emphasized by a head shake and sharper movements 
"
Cory_2013-6-27_sc108_3379644,2,3,3,2,1,1,1,1,1,1,1,"he signs 'guaranteed' firmly, as well as 'delicious' to a lesser extent",GUARANTEE delicious ! order pizza here..  head nodded as agreed,"the sign ""guaranteed delicious"" with a head shake and a firm delicious suggest postive emotions "
Cory_2013-6-27_sc108_3380334,-2,1,1,1,1,1,1,1,4,1,1,the out-sticking tongue serves its purpose in conveying disgust,"tongue out showing dislike veg, eye gaze= informing you he cant eat veg, throwing up with facial expression","the lip curl, bared teeth and head movement backward when he signs ""nausea"" really emphasize the disgust however it seems to start off positively when he signs vegetable with a small smile and widened eyes"
Cory_2013-6-27_sc108_3380433,-2,1,1,1,1,3,1,1,1,1,1,"his sign for 'became sick' was slower than the preceding words, for effect...accompanied by a look of disgust on his face",VEG ++ spinach eat S I C K     IF IF == eat ,the word sick signed with bare teeth emphasize negative emotions like worry 
Cory_2013-6-27_sc108_3380727,-2,1,1,1,1,4,4,4,1,4,3,the repeated use of 'neglecting homework' emphasizes his fear point,"IF IF  not doing homework with tongue  , head shake, head tiled up","disregard is slightly emphasized by repeating it more than once.  mouth purse when signing ""wont"" and then head shake after emphasizes negative emotions "
Cory_2013-6-27_sc108_3380826,-2,1,1,1,1,2,2,1,1,3,1,the emphasis on the sign for 'won't' gives away his true sentiments,"sister with ( CS) mouth movement,  not doing homework shaking head ","The emphasized sign on disregard -repeatedly emphasizes negative emotions and at the beginning the bared teeth and head turn when signing ""if"" suggest negative emotions"
Cory_2013-6-27_sc108_3381715,3,3,2,4,1,1,1,1,1,1,1,"'if you wanna know', accompanied by 'sleepy' eyes conveys a sense of ... oh, if you really care...then eyes opened wide a bit to talk about what would be won",WANT KNOW ? gift get TEDDY BEAR emphasized WANt to Know ,"eyebrows raised and slight smile during the statement suggests positivity, "
Cory_2013-6-27_sc108_3381912,-1,1,1,1,1,1,1,1,1,1,3,pause and 'ooooh...' before explaining the consequences for showing up late," ""0"" mouth  , if not show up, sorry will ( threaten) warning...","when the person signing ""ohh, they will regret it"", the lip pouted and head moved slightly with blinking eyes."
Cory_2013-6-27_sc108_3382011,-3,1,1,1,2,3,1,2,1,1,2,"the mouth morpheme for 'oooh' conveys a sense of foreboding, more so than plain gloom and doom","FS= L A T E , emphasized, arriving and upset with head shake and head tilt ","the facial expression shows negatively the whole clip. The head shake during ""upset"" emphasizes mad"
Cory_2013-6-27_sc108_338228,-2,1,1,1,1,3,1,1,1,1,1,betraying a bit of emotion without unleashing too much shows that what is being supposed is only hypothetical at this point," IF, eye gaze,  SICK= facial expression,  stay home head nodding, indicate agreement ",the lip curl when they signed sick suggest negative emotions like worry or fear
Cory_2013-6-27_sc109_8395473,-3,1,1,1,2,3,2,4,4,1,1,"the twisted chin at the end shows how worried he is about the threat of a lawsuit.  also, twisting his head when showing the fist-punch gives effect to how hard the punching was","strong facial expression negative, worried  that man HIT  with emphasized hard ",The facial expression at the end emphasizes negative emotions with the head shake and pursed lips 
Cory_2013-6-27_sc109_8395670,-1,1,1,1,1,1,2,1,1,1,1,"upraised brows at the beginning serve to draw the viewer in, as in...'you know??', then later on his mouth expression of 'aw shucks' shows something that didn't happen","head shaking  not winning, ","the pursed lips and shaking head when signing ""not win"" suggest disappoinment and sadness "
Cory_2013-6-27_sc109_8395867,3,3,2,4,1,1,1,1,1,1,1,following up a neutral statement introducing the jacket with wide eyes and talking about how warm it looks adds impact to his views of it,"recently teeth clethced, bought jacket  wow  warm ! widening lips indicate wow ","The way ""look warm, crazy' is signed with body motion and head shaking suggest surprise. However the facial expression does not look positive so it could be negative surprise "
Cory_2013-6-27_sc109_8395966,-2,1,1,1,1,3,1,1,2,1,1,"although this was overall more of just a statement, his look of surprise conveyed a sense of 'wow' at the possibility of this man being one and the same","man. eye brow raised,  busted = blow kiss,  same = head shake ",Raised eyebrows 
Cory_2013-6-27_sc109_8396064,3,3,4,4,1,1,1,1,1,1,1,pausing for emphasis before 'you will kiss-fist' gives more emphasis to how much the person will like it,"CS ( recently)  eye closed kissfist, WILL ","The word ""love"" signed with head shake strongly emphasizes the feeling of excitement and happiness "
Cory_2013-6-27_sc109_8396754,-2,1,1,1,2,3,2,2,1,1,3,"without further words before or after, it is inconclusive as to if this is a statement or a question","DAD UPSET WHY ? facial expression, strong expression show worried","The head shake during ""anger"" emphasizes that they are mad however the brows furrowed during ""why"" show worry "
Cory_2013-6-27_sc109_8397050,2,2,4,4,1,1,1,1,1,1,1,the tongue out and the slightly prolonged sign for fall-in-love indicates more than just mere curiosity,asking question WHO ? falling in love with Bill ?  he wanted to know WHO ?,"furrowed brows and shaking head show frustration when signing ""who"" "
Cory_2013-6-27_sc109_8397838,-1,1,1,1,1,1,3,1,3,1,1,"his frowning lips show a 'not bad' tinge when talking about AA's prices, and then the extended hand at the end shows more of resignation than outright anger",body on side as showing concerned about price $$ ,"when the person signing ""stuck"", lip frowning down. when person signing ""florida to boston only have AA"", "
Cory_2013-6-27_sc109_8397936,-3,1,1,1,3,1,1,1,2,1,1,"shaking head in amazement at the beginning, and the deep exhale at the end both conspire to indicate something big going down","head shake ( disagreed)  head movement,  body posture show he has many computers..  wow ","The head gesture at the beginning showed disgust however the way that he signed ""love"" with the head shake and closed eyes showed deep emotion towards the statement. The bared teeth do not reflect positively with the other gestures. "
Cory_2013-6-27_sc109_8398331,-1,1,1,1,3,1,1,1,1,1,1,his laugh and then head-shake at the other person's assertion are both pronounced,"disagree with the comment he is making with a friend  encomoic is in crisis,( what) with eye crossed","when the person speaks silently ""what? noo!"", squinted eyes with showing full teeth and head shakes in no no emphasizing surprised in slight negative way "
Cory_2013-6-27_sc109_8398627,-2,1,1,1,1,2,3,1,3,4,3,"outstuck tongue to indicate that this process has been taking way too long, and then the neck crane at the end to indicate frustration","tongue out- havent , shake head ( frustrated all comments)",tongue out and head shaking suggest negative emotions 
Cory_2013-6-27_sc109_8399614,-2,1,1,1,4,1,1,1,2,1,1,"neck movement at the beginning replicates how he would truly react in the moment, and the big sign for 'boring' gives emphasis","head movement, showing WHAT ? show strong opinion think bored (   eye gaze)","in the beginning of the video, the head tilts forward fastly with flat lip and furrowed bows shows surprised in negative way. pouted lips with blinking eyes in the end shows disgust."
Cory_2013-6-27_sc109_840018,3,4,4,4,1,1,1,1,1,1,1,the opening 'no' indicates that he has been told otherwise (that the day is beautiful) so he uses exaggerated sign space and facial expressions to refute the original speaker,"NO , empahsized head tilted with smile, ","the open mouth/slight smile when saying ""no"" suggest surprise. Range of motion seems open and suggests joy with the smile and wide eyes "
Cory_2013-6-27_sc110_17077,-1,1,1,1,1,1,2,1,1,2,1,"looks like he is very neutral in making this assessment, as opposed to he could've used negative facial expressions and a large sign for lousy if he really wanted to convey disappointment/negativity ", no facial expression  very netural ,This video was very neutral hard to separate context from emotions because there were no emphasized facial expressions or body movement. the signs were slower and controlled so it suggests non positive feelings with the context 
Cory_2013-6-27_sc110_171111,3,4,4,4,1,1,1,1,1,1,1,a statement thru and thru...the upturned lip at the end indicated joy/happiness,"smile face, today with joy day is beautiful with no NMM just showing smile ","the lip smirked shows joy when signing ""beautiful"""
Cory_2013-6-27_sc110_171820,-1,1,1,1,1,1,1,1,1,1,1,"the slight head-tilt conveys an attitude of...'this shouldn't be a surprise'
","dad and me like same.. head movement, head tilt, show confirm that we like same food ",the head nod during like suggest that this is positive and when signing same there is a slight smirk that suggests happy 
Cory_2013-6-27_sc110_172022,3,3,2,1,1,1,1,1,1,1,1,"kiss-fist emphasizes a feeling of 'extra'.  In addition, the slowly-fingerspelled LOX shows that it HAS to be lox, not just any kind of cream cheese",kissfist and emphazied he loves lox cream cheese ,Overall neutral body language but does emphasize love with a head nod which suggest positive emotions
Cory_2013-6-27_sc110_172529,0,2,1,1,1,1,1,1,1,1,1,"'likes' was signed firmly, showing that the dad likes choc cereal just like the son",emphasized. we like same choc cereal as if he is agruing  that they like same thing ,"head nod when signing ""like"""
Cory_2013-6-27_sc110_172630,0,1,1,1,1,1,1,1,4,1,1,his hand-waving at the beginning to 'get attention' of the person who is already watching him...as well as his nose-scrunch when talking about his detestation,"show facial hates chocolate cereal,  expression shows how much he dislike ","teeth clenched when signing ""dislike or hate"" emphasizing disgust as hand waving showing no no "
Cory_2013-6-27_sc110_172732,-3,1,1,1,1,1,4,1,1,4,4,less is more in this case...simply need a large sign for 'broken' as well as the sad expression...and the viewer knows it is a serious case,BOLD SIGN CAR BROKEN  with pouted lip,"The word ""broke"" is signed with forward movement and a facial expression that shows not happy. Suggesting negative emotions "
Cory_2013-6-27_sc110_173036,-2,1,1,1,1,1,4,1,1,3,1,"not clear if this is a question or a statement...it starts out looking like a Y/N question, with the raised brows...but then there is no ending '?' sign or other indicator...it ends up looking like a statement instead",true biz car broken down- head shake - with strong NMM blowing lips,"when the person signing ""car"", raising eyebrows up with clenched teeth shows anger"
Cory_2013-6-27_sc110_173340,-2,1,1,1,1,1,2,1,1,2,2,"pause for a bit after 'our cousin John' for effect, then the big sign for 'broke' conveys 'wow!'",cousin- emphasized who..  furrow brow and pouted lips ,"the exaggerated sign of ""broke"" shows frustration and anger with the head movement emphasizing negative emotions"
Cory_2013-6-27_sc110_173441,-3,1,1,1,1,1,1,1,2,4,1,Frustration at the viewer keeping on thinking it was John that broke the truck...indicated by his hand-waving at the beginning,"shake head, NOT JOHN , emphasized MARY broke , tiled head ",Head shake and bared teeth suggest frustration 
Cory_2013-6-27_sc110_173442,-2,1,1,1,1,1,3,1,1,4,4,the addition of 'true-biz' indicates that he needs to emphasize it...as if someone was doubting him,"anger, true biz car broken with head movement ",Eyes are squinted and teeth bared suggesting frustration and anger 
Cory_2013-6-27_sc110_173543,-3,1,1,1,1,1,1,1,4,4,1,"'true-biz destroyed', along with the accompanying NMM of scrunched nose, lends strength to his comments.  Also, contrast 'destroyed' with 'broke'","shaking head, PUFFED LIPS, raspberry blow lips, true biz  BOLD sign","when signing actually, the facial scrunch and emphasis of the word ""crash"" support negative emotions like frustration and anger"
Cory_2013-6-27_sc110_173745,-2,1,1,1,1,1,4,1,1,1,1,"a neutral overall statement, made slightly negative by how his head bowed down at the end",car broken down ( raspberry kiss),"When signing ""broken down"" there is a face pout suggesting sadness "
Cory_2013-6-27_sc110_173949,-1,1,1,1,1,1,1,1,1,1,1,"raised brow to indicate a possibility, followed by a more neutral statement explaining the outcome of said possibility occuring","puffed lips  car broken, have to with eye brow take him to work ","frowning lip quickly shows sadness when signing ""broke down"", teeth clenched shows frustrated when signing ""taker her to"""
Cory_2013-6-27_sc110_174050,-1,1,1,1,1,1,3,1,1,1,1,"using sad eyes to talk about how Mary's car has been broken down for a while now, then shifting to neutral eyes to talk about how John has been taking her to work during this time","mouth movement show bored,   SINCE = long time facial expression","when the person signs ""broke"", the pouted mouth opens with one blinking eye"
Cory_2013-6-27_sc111_58733526,-3,1,1,1,1,1,1,1,1,1,3,"depicted himself being angry at John with an open mouth, and quickly signing 2H-OFF","IF IF ++ , furrowed brows,  shake head,  eyes closed tightly ","the sign ""off"" with bared teeth, head shake, furrowed eyebrows suggest negative emotions, the way off is signed sharply emphasizes it "
Cory_2013-6-27_sc111_58734020,-3,1,1,1,1,1,1,1,1,4,1,"he slowed down when talking about spelling 1 word wrong, then sped up when talking about how points would be deducted...to convey contrasting emotions","shaking head, IF IF  WRITTEN wrong pursed lips,  pouted lips","The way "" deduction"" is signed with increased speed, blown air, head shake emphasize the frustration, possibly worry. Suggests negative emotions"
Cory_2013-6-27_sc111_58734317,-2,1,1,1,1,3,1,4,1,1,1,"'if happen' with head-shake indicates something that happens out of the blue, then his furrowed brows at the end show concern/worry",IF happen head shake facial show worry and use hard signing ( not soft) showing concerned,"When the person signing ""Where will you go to?"", no blink eye shows worried and "
Cory_2013-6-27_sc111_58734613,-2,1,1,1,1,4,1,1,1,4,1,"FS of 'IF' brings in attention more than if that word was signed.  then, signing 'guaranteed to fail' with emphasis brings it all together",IF IF ++  not studying shake head ,"""if"" is signed with bare teeth, and emphasized motion suggesting worry "
Cory_2013-6-27_sc111_58734712,-2,1,1,1,1,3,2,4,1,1,1,the pause between 'not studying' and 'guaranteed to fail' adds emphasis," IF NOT STUDY head shake,  I fail with head tiled down","when signing ""if"" there is eye squint and teeth bared, suggesting worry 
"
Cory_2013-6-27_sc111_58734811,-2,1,1,1,1,4,1,1,1,4,1,saying 'I'm guaranteed to fail' nonchalantly and yet with firm signs lends credence to what he is saying ,"shake head, crossed eye brow, pouted lips","head shaking and teeth bared when say ""if i dont study"" suggesting worry and anxiety "
Cory_2013-6-27_sc111_5873528,-2,1,1,1,2,1,1,1,1,4,2,widened eyes when transitioning from 'neglecting to study' to 'a pop quiz always comes up!' and gazing glumly at the viewer at the end,"pouted lips, show frustrated and  furrowed brows ","Head moving fastly showing negative surprised, eyes blinking once showing frustrated, the brow furrowed down show anger while signing ""ughhhh"" in the end."
Cory_2013-6-27_sc114_79791123,3,3,4,3,1,1,1,1,1,1,1,"the elongated pause at 'kiss-fist', followed by 'crazy about' both serve to emphasize how much his friend loves pizza",kissfist with strong eye closed signed slowly LOVE pizza ,"Pouted lips showing joy when signing ""crazy"""
Cory_2013-6-27_sc114_79792122,3,4,3,1,1,1,1,1,1,1,1,large sign for 'pah',"recently - gritted teeth , pah , final exam","when person signs ""finally or pah"", the mouth opens shows joy and the head moves swiftly with open mouth then closed quickly shows excited while signs ""crashes the party"""
Cory_2013-6-27_sc114_79797114,1,2,2,1,1,1,1,1,1,1,1,the largely-signed 'invite-to' indicates that this event is not your run-of-the-mill costume party,buy plaid shirt why ? with smile  excitement invited to the party ,"signs are slow and consistent, they suggest a positive tone along with the smile. No exaggerated body movements, head motions or emphasized facial expressions that show otherwise "
Cory_2013-6-27_sc114_7980799,-2,1,1,1,1,1,1,1,1,1,1,using CLs of clouds coming nearer lends ominous overtones to this statement,"very close touch nose, mouth squeezed show why bad weather coming cuz of close to ocean ","when the person signs ""cloud is moving"". teeth clenched with squinted eyes shows disgust, when the person signs """"very close"" to the ocean"", the flat lip with no blink eyes shows frustrated."
Cory_2013-6-27_sc114_7980898,-1,1,1,1,1,2,2,1,1,1,1,"wide eyes indicated surprise, and then scrunched lips accompanied his explanation of why he had to pay double his rent
",double with head tilted  miss rent last month ,"when the person signs ""double"", head moves forward quickly and blinking eyes shows surprised negatively, the frowning lip when signs ""missed the previous payment"" "
Cory_2013-6-27_sc114_7981194,-1,1,1,1,1,2,1,1,1,2,1,"he signed 'everyday' a bit slower than the rest of the sentence, to give it emphasis",important keep clean  facial expression,"The word ""everyday"" is emphasized by bared teeth suggesting frustration "
Cory_2013-6-27_sc114_7981490,3,4,3,4,1,1,1,1,1,1,1,this looks like a statement that would be made on the witness stand in court...devoid of much emotion,"why ? eyes wide, soon wedding anniversary head titled up ","widened eyes when explaining ""why"" suggest awe and positive emotions."
Cory_2013-6-27_sc114_7981589,-1,1,1,1,1,1,1,1,3,1,1,"this looked like a neutral question, with a hint of curiosity and maybe a sprinkle of judgment","mouth opened,  crashed party ( raspberry blow kiss )",Crash signed with bared teeth suggest negative emotions 
Cory_2013-6-27_sc114_7981687,-3,1,1,1,1,1,1,1,4,1,1,"looked like he was asking a Y/N question with his raised brows, but I was left hanging at the end due to no 'question mark'","mouth opened, PASSED OUT ( tongue out)","Signed lay down was emphasized with mouth motion and bared teeth. ""Drunk"" very emphasized with firm motions and increased speed "
Cory_2013-6-27_sc114_7982377,0,1,1,1,1,1,1,1,1,1,1,"a very short question with not much emotion in it, not even leading one way or another",play frisbee ( head down) asking qq ( fun ??) raising eye brow,"head moves forward slightly shows worry when signing ""fun"""
Cory_2013-6-27_sc114_7983165,-1,1,1,1,2,3,3,2,1,1,1,"raised brows throughout indicate a Y/N question.  No worry lines on his forehead, indicating more of bemusement than of genuine fear",it is coming bad weather to Boston (  oh NO)  as if its on way with open mouth ,"the puffy cheek emphasizing sadness when signing ""the cloud is moving"""
Cory_2013-6-27_sc114_7983363,1,2,3,2,1,1,1,1,1,1,1,the head-shake while signing 'best' shows emphasis,"makes best blueberry pie, showing no emotions but just  thumb up  best.  with head movement ","the widened eyes and head nod during best show positive emotions, respect and happiness "
Cory_2013-6-27_sc114_7983461,-3,1,1,1,1,4,4,1,1,1,1,squinted eyes and raised brows convey worry/caring in the question being asked,MOM SICK !! looking worried ,"the word ""sick"" signed with bare teeth suggest worry "
Cory_2013-6-27_sc114_7983658,-1,1,1,1,1,1,1,1,1,1,1,"looks like a Y/N question, but didn't see any ""?"" sign at the end to confirm...", finish give roses with no facial expression  very blank.  no emotion,the body movements seem more inquisitive rather than emotional however the cocked head feels positive
Cory_2013-6-27_sc114_7983954,-1,1,1,3,1,1,1,1,1,1,1,waiting with bated breath to see if he follows up with statements of surprise/joy or disgust/judgmentalness,"crashed party, head shake,  facial expression=  as if  he ruined the party ","the head shake during the sign ""crash"" shows disapproval "
Cory_2013-6-27_sc114_7984644,2,3,2,1,1,1,1,1,1,1,1,how he signs BBQ...using a large space and with wide eyes...serves to elevate it into something higher than if he had merely punched in the letters B B Q,"kiss blowing, friends gathering, facial expression-  as if it is boring ",His facial expressions stayed very neutral  which made it hard to determine emotion but it seemed like there was  maybe a very small smile at the end to suggest positive
Cory_2013-6-27_sc114_7984743,1,2,2,1,1,1,1,1,1,1,1,his use of 'play' and then 'playing' right away gives me pause as to what was really said...needing more context, very netural can be boring. show friend enjoy frisbee..,"when the person signs ""play"", the flat lip with no blink eyes shows slightly joy."
Cory_2013-6-27_sc114_7985731,-2,1,1,1,1,4,3,3,1,1,1,"he signs this in an ominous tone...slowing down a bit around the sign for 'soon', and using a negative facial expression","pursed lips, soon, come BOSTON ( worried face)","The scrunched face during the word rain with the bared teeth suggest negative emotions, potentially worry"
Cory_2013-6-27_sc114_7986027,-1,1,1,1,1,3,2,2,1,1,1,"very little context, but the the brows and eyes indicated some worry",teeth cletched,"the eyebrow furrowed reflecting worry and sadness in teeth slightly clenched, jaw set with tension shows when signing the word ""sick"""
Cory_2013-6-27_sc114_7986324,1,4,4,1,1,1,1,1,1,1,1,a dry rendering of what should've been a more joyful statement.  The singular 'give' and the 'giving' at the end seemed to contradict one another,give- repeated -++ many roses..  showing love.. ,"the lip smirked showing joy when signing ""gives"""
Cory_2013-6-27_sc114_7986817,3,4,4,2,1,1,1,1,1,1,1,"sure, he signed 'wonderful', but it was muted...could've been much bigger with more positive and radiant expression if he really meant it","puffed cheek, yes,  movie good ! ","the mouth gesture when signing ""yes"" suggest suprise and the emphasis on the sign ""wonderful"" show joy "
Cory_2013-6-27_sc114_7986818,2,2,1,1,1,1,1,1,1,1,1,"this looked like a question, but then didn't see a sign for 'which?' at the end...",rain not ( head shake) lips pouted and wow beautiful,The frown on the face resembles disagreement and suggests negative emotions 
Cory_2013-6-27_sc114_7987410,-3,1,1,1,1,4,2,4,1,1,4,"his pause right after 'if I fail my test...' adds suspense as to what will happen next, and his emphasis on certain signs helps lend strength to the various actions (fail, erupt, etc)"," mom will have temper eye closed, and mouth 0 showing emphasized must pass or else..","when the person waves as no no, the pouted lips with half closed eyes shows worried and fear. when the person signs ""mom will be ""mad"""",  the pouted lips to closed lips with head shakes swiftly shows anger."
Jonathan_2012-11-27_sc90_7700328,2,3,2,1,1,1,1,1,1,1,1,"the calm, relaxed manner in which he signed 'enjoy' conveys...well...calmness and relaxation",netural facial expression not emphasized fun. but enjoyed camp. ,The head nod during enjoy and the way the body is moved with the sign shows suggests excitement and joy 
Jonathan_2012-11-27_sc92_7343510,1,1,2,1,1,1,1,1,1,1,1,"Like...of course, no question, I'd join my friends...why are you even asking me this?",negative facial expression as if he demanded to join if friend go to the party ,"The widened eyes when signing ""out"" show excitement "
Jonathan_2012-11-27_sc92_7343915,-3,1,1,1,1,3,3,4,1,3,1,"his exaggeration of the sign 'bad', along with wide eyes...serves to emphasize the degree of emotion his mother had/has", mom mad ( if dad arrive late with head nod down)  FS LATE ,the word bad is exaggerated with the facial expression and suggests negative emotions 
Jonathan_2012-11-27_sc93_557229,2,3,3,2,1,1,1,1,1,1,1,"without further context, it is unclear as to if he is jealous of his friend, or judgmental of his friend",friends zoom where party with excitement  exaggerated expression ,"slight smile when signing ""party"" shows happiness"
Jonathan_2012-11-27_sc93_5572412,2,3,3,2,1,1,1,1,1,1,1,smiling throughout indicates his appreciation of how crowded the park was and for the reason behind it,overcrowded with strong NMM pursed lips tight,"lip smirked when signing ""loves"" emphasizing joy and lip moves when signing ""play"" shows excited"
Jonathan_2012-11-27_sc93_5572413,3,3,2,1,1,1,1,1,1,1,1,this is almost an emotionless statement...not much expression involved.  almost like a monotone,compared beach has waves while lake NONE  ( negative) ,"The word ""beach"" is emphasized by a head shake and widened eyes and it suggests strong preference and enjoyment "
Jonathan_2012-11-27_sc93_5572615,-2,1,1,1,1,4,1,1,1,1,1,"the scrunched face while signing 'cleanXX' shows that its quite a chore, but then the face eases up when talking about friends coming over for the weekend","intense teeth clenched, cleaning cleaning head tiled back soon.. ","Furrowed brow and quick signs suggest worry, possibly anxiety.
""clean"" seems emphasized with whole body movement suggesting negative emotions"
Jonathan_2012-11-27_sc93_5572716,2,1,2,1,1,1,1,1,1,1,1,"his signing style in general is subdued and smallish, so it can be hard to decipher when he is actually expressing true excitement"," kissfist,  love camping  with head nodded agreement ","""love"" emphasized by head nod "
Jonathan_2012-11-27_sc93_5572717,3,3,2,2,1,1,1,1,1,1,1,"he makes a strong statement when talking about his friends' skill (F on chin), then the statement softens when he gives the reason (being a boy scout)",EXPERT why BOY SCOUT eye wide and head nod back ,"the word ""my"" is signed with wide eyes suggesting positive emotions, ""expert"" is signed quick and firm emphasizing respect "
Jonathan_2012-11-27_sc94_84088,-1,1,1,1,1,1,1,1,1,1,1,looks a lot like a neutral statement...perhaps a bit on the negative side that he was not invited,head ( UP) letting you know friend gone party,"The range of motion when signing out is wide 
There is a slight smile after party that suggests positive emotions like joy "
Jonathan_2012-11-27_sc94_841111,3,3,2,3,1,1,1,1,1,1,1,the flat face is not meant to convey or invoke much emotion or eagerness,"head tilted,  eyes wide ","The word surprise is signed quickly and with emphasized motion, this suggests positive surprise "
Jonathan_2012-11-27_sc94_841314,1,1,1,1,1,1,1,1,1,2,1,"playing a video game should convey excitement, but this neutral expression and signs makes one wonder if he is really happy for his friend, or somewhat judgmental","  now play games,  facial expression show not happy, ","the widen eyes during ""now"" show a little bit of frustration"
Jonathan_2012-11-27_sc94_841618,-1,1,1,1,1,2,1,1,1,1,1,the brevity of this question leads one to think that he might've heard that the party wasn't any good and is fishing for info to this effect..., good party with question as if he doubted the party was good. eye brow rasied with question,head moves forward slightly emphasizing worry when asking if its good party?
Jonathan_2012-11-27_sc94_841720,2,2,3,2,1,1,1,1,1,1,1,"the twinkle in his eyes at the end kinda leads the respondent to say 'yes, fishing was fun'",fun ?head down with eye brow raised and with small smile as if he knew its fun,"when the person signing ""fun"", mouth opens shows excited/joy, and head moves forward slightly emphasizing surprises"
Jonathan_2012-11-27_sc94_841821,3,4,3,3,1,1,1,1,1,1,1,he depicts bob's potential response to the surprise party by putting on a 'surprised' face,"AWE surprised ,  eye brow up,  exciting ","the whole clip is signed quickly and with broader motions, the word ""see"" is emphasized with open mouth and head gesture leading into surprise suggesting positive emotions"
Jonathan_2012-11-27_sc94_842226,-1,1,1,1,3,1,1,1,1,1,1,more of a neutral question,"true biz ? head movement, and facial expression wondering.. ","the forward head movent when signing love shows positive emotions, there also looks like a slight smile at the end that supports the positive emotions"
Jonathan_2012-11-27_sc94_842327,1,2,1,1,1,1,1,1,1,1,1,"emphasized the sign for 'love' at the beginning, but then his facial expression betrayed some possible worry or judgment at the person's excessive use of the Internet"," true biz ???, rasied brows,  head tiled up ","Widened eyes and nod when singing ""actually works"" suggest surprise or curiosity "
Jonathan_2012-11-27_sc94_843443,2,3,4,1,1,1,1,1,1,1,1,"coming from him, his strong sign of the word 'love' indicates high emphasis for him","WHY with question eye brow raised, head tilt","The word ""why"" is signed with emphasis on a head nod which suggests curiosity with positive emotions"
Jonathan_2012-11-27_sc94_844052,2,3,4,1,1,1,1,1,1,1,1,"this party animal is always up for a good time, and it shows in his emphasis on the sign for 'guaranteed'!",IF IF friend go party  head titled up with grin ( confidence) GUARANTEE I go party ,Guaranteed is signed sharply and quickly suggesting excitement 
Jonathan_2012-11-27_sc94_844153,2,2,3,1,1,1,1,1,1,1,1,the strong 'join' at the end indicates a party animal scarcely restraining his urges to attend a party,netural facial expression but  demand to join the party if friend attend.,"The widened eyes during the sign ""party"" shows excitement and the strong sign for ""join"" shows intent. "
Jonathan_2012-11-27_sc94_844255,-2,1,1,1,1,3,1,4,1,1,1,"the fingerspelled IF at the beginning conveys a sense of ominousness, moreso than if this word was signed","People look at me  Guarantee knew I am in trouble - eye gaze worried,  facial expression= worried, head tilt","The sign ""call"" is emphasized by the quick motion and widen eyes, it suggests worry "
Jonathan_2012-11-27_sc94_844356,-1,1,1,1,1,4,1,3,1,1,1,the wide eyes are in relation to a negative impact possibly occuring (bad weather),"facial show worried and stress,  eye brow furrowed",the word watch is emphasized with wide eyes and body movement suggesting negative emotions 
Jonathan_2012-11-27_sc94_844457,3,2,4,2,1,4,1,1,1,1,1,"wide-eyed 'have-to' indicates an action that must be done or else everything else afterwards will be a failure.  Also, the FS FRESH adds emphasis",fishing hurry get fish net ( emphasis) must hurry to keep fish fresh with body tilted ,Signing fast with furrowed brows suggest worry and anxiety 
Jonathan_2012-11-27_sc94_844458,-1,2,3,4,3,1,1,1,1,3,1,signed 'hard' two separate times to emphasize how hard it is to surprise Bob,"pursured lips,  wide eyes, raspberry kiss, ","signed word 'bob"" emphasized by widened eyes and ""hard"" emphasized by full cheeks like a sigh suggest negative emotions similar to frustration. Surprise was exaggerated with bigger range of motion and widened eyes as well "
Jonathan_2012-11-27_sc94_844762,-1,1,1,1,1,1,2,1,1,1,1,use of the word 'must' instead of 'want' shows stronger emotion, if friend go trip i must join. ( facial show demanded) make sure he doesnt miss this trip.  pouted lips ( must),"when the person signing ""i must join them"", the facial expressions shows frustration, anger and sadness by closed eyes slighly and frowning lip"
Jonathan_2012-11-27_sc94_844864,-3,1,1,1,1,2,1,1,1,1,1,"the large sign for eyes-popping-out indicates emphasis here, as well as the prolonged sign for texting","eyes popped, wow  stay and playing VG game all night ",furrowed eyebrows and the speed of signs suggest frustration or negative emotions 
Jonathan_2012-11-27_sc94_845270,3,3,3,3,1,1,1,1,1,1,1,"not sure if he is happy for his friend, or jealous at not being invited","friend GO wide eyes, gather party ,",why is signed with wide eyes suggesting excitement 
Jonathan_2012-11-27_sc94_845472,1,1,3,1,1,1,1,1,1,1,1,the kiss-fist and the emphasis on love dovetail well with the accompanying closed eyes, not emphasized he loves to go fishing but more of blank expression  that he enjoy fishing ,"when signing ""love"" closing eyes and shaking body emphasize positive emotions and  joy "
Jonathan_2012-11-27_sc94_845473,3,4,4,3,1,1,1,1,1,1,1,wide eyes betray his excitement at Bob's surprise party being planned,why ? plan surprise bbday party for bob age 21.. eye closed and show surprised with why expression showiing important party ,"the widen eyes, raising eyebrows emphasizing surprised/excited."
Jonathan_2012-11-27_sc94_845574,-1,1,1,1,2,1,2,1,1,1,1,"his facial expression did not betray much anger or disappointment at the incident, so it must've happened far enough in the past for it to become a non-issue",arrived L A T E ( emphasized) why ? bike accident ,"The body movements and facial expressions were very neutral, without context there is not much emotion to determine. When pairing with context there is a suggestion of negative emotions"
Jonathan_2012-11-27_sc94_845675,3,3,3,2,1,1,1,1,1,1,1,his emphasis on the sign for 'love' at the beginning...pausing when signing it...indicated that explanations for this reasoning were upcoming,"LOVE, squeezed eyes, GO ASIA, eye wide why, eye gaze  attention why asia many things to do","when the person signs ""my friend loves"", closed eyes with slight tilted head forward shows joy and one blinked eyes with head moving forward swiftly shows excited when signs ""many things to do"""
Jonathan_2012-11-27_sc94_845676,-3,1,1,1,1,1,2,1,4,4,3,his big sign for 'nothing' and the facial expressing showing disgust both say it all...,"firm and show frustrated  ALWAYS on VG game , body tilted.. down","when signs ""do nothing"" face has a grimace that supports negative emotions like disgust "
Jonathan_2012-11-27_sc94_845878,3,4,4,1,1,1,1,1,1,1,1,use of rhetorical question often is used to build up interest.  Widened eyes also betrayed his friend's excitement/joy,not show emotional ,"widen eyes, eyebrows up shows joy/excited when signing ""Why?"""
Jonathan_2012-11-27_sc95_28816,3,4,4,1,1,1,1,1,1,1,1,"use of 'honestly' and 'kiss fist', plus 'rotfl' all work together to convey genuine and sheer admiration for the person","kissfist, why, makes me laugh !  shoulder raising ","the word ""love/adore"" is emphasized by closed eyes and a head nod which suggests very positive emotions "
Jonathan_2012-11-27_sc95_29019,3,4,4,2,1,1,1,1,1,1,1,the sign for going-back-n-forth/competition was emphasized by slowing down and adding facial expressions of struggling," good game, competion and won game by two points.   ",The speed of the signs are showing excitement and anticipation and the way the score is emphasized shows joy 
Jonathan_2012-11-27_sc95_29423,-2,1,1,1,1,1,3,1,2,4,1,he places emphasis on the sign for 'sick'...slowing it down as opposed to the other signs,winter ( ME TEND) sick ( emphasized strong)  why > head shake  wearing  flipping shoes ,Widened eyes suggest worry 
Jonathan_2012-11-27_sc95_29525,-3,1,1,1,1,1,2,1,1,3,2,'detest' [larger] and 'bawl out' [repeated] were emphasized here...,upset principal bawl students ( mouth open and close) emphaized  he/she is angry cuz miss homework.,"when the person signing ""yells"", eye squinted slightly emphasizing anger."
Jonathan_2012-11-27_sc95_29626,-2,1,1,1,1,2,2,1,1,3,1,depicting himself saying 'shucks' serves to draw one into how he was truly feeling,"negative with head tilted,  miss alarm, looking sad with facial expression ","the furrowed brows when signing ""missed the alarm"" show upset and negative emotions. "
Jonathan_2012-11-27_sc95_29931,-2,1,1,1,1,4,1,4,1,1,1,'honestly' at the beginning brings emphasis to what he is going to say...and then the quick signing of 'blow her top' brings an air of gravity...no BS ," honest EMPHASIZED,  mom tempered ( pouted lips) head nodded","Straight lips turn to frown suggesting negative emotions, head nod while frowning emphasizes this 
"
Jonathan_2012-11-27_sc95_30438,3,4,4,4,1,1,1,1,1,1,1,"Using a rhetorical question often is for the purpose of building up suspense or drawing in the viewer's interest...then he used widened eyes (among others) to indicate 'joy'
","wide eyes, mouth show wow NMM","the eye blinking shows surprise and excited/joy when signing ""wonderful"", "
Jonathan_2012-11-27_sc96_31655087,-2,1,1,1,1,1,1,1,1,1,1,"this seemed to be just a matter-of-fact statement, neither negative nor positive",bad storm why near ocean ( negative),"the word bad is paid with a head shake, this emphasizes negative emotions."
Jonathan_2012-11-27_sc96_31655088,3,4,4,1,1,1,1,1,1,1,1,the smile at the end when talking about the sun shining on them indicates that he really means what he is saying,"love sun, love florida,  head tilted and  emphasized  love beach","The speed of the signs slowed down for love sun 
The lip motion when signing sun at the end emphasized good feelings"
Jonathan_2012-11-27_sc96_31655186,-2,1,1,1,1,3,3,1,1,3,1,"he paused when signing 'double' for effect, and signed that word slower than the others","have-to PAY DOUBLE, CS,  furrowed brows, head titled ","wide eyes and slowing down wehn signing ""pay"" suggest negative emotions coupled with the word""double"" which is emphasized and signed quicker reflecting a negative thing"
Jonathan_2012-11-27_sc96_31655481,3,3,4,4,1,1,1,1,1,1,1,"using RH questions is a way of building interest and lending impact to what is going to be said.  here, a large sign for 'imagine' also helps give an upbeat mood","kissfist, head tiled down,",Imagine is signed wide and open suggesting postive cues along with the head nod for love 
Jonathan_2012-11-27_sc96_31655777,1,1,1,1,1,1,1,1,1,1,1,"this looked like a statement to begin with (neutral brows), but then it turned into a Y/N question ","WH question, head tiled and emphasized crash party",raised eyebrows and open sign movement suggests positive emotions 
Jonathan_2012-11-27_sc96_31655778,3,3,3,2,1,1,1,1,1,1,1,his smiling throughout shows that this is an 'awww...shucks' kind of statement,"head titled, bob sent love letter,  why = eye gazed,  wedding anniversary head nod ","when signing ""why"" the  nod of the head forward suggesting positive feelings. The signs slow down when talking about love which emphasizes adoration"
Jonathan_2012-11-27_sc96_31656468,3,2,3,1,1,1,1,1,1,1,1,trying to remain modest by raising his brows while at the same time pausing for effect when showing his chest muscles,"PEP big ,  LOOK GOOD, eye brow raised and head hilted down","""cool"" is signed with a head not and smirk suggesting happiness "
Jonathan_2012-11-27_sc96_31657453,-2,1,1,1,1,3,1,2,1,1,1,the clenched teeth show fear creeping slowly into his psyche,"question, bad weather , head tilt ",the head nod forward when signing boston with wide eyes shows concern/worry and almost a little fear
Jonathan_2012-11-27_sc96_31657650,2,1,2,1,1,1,1,1,1,1,1,"this was a question, so it was mostly neutral, except a bit leading (she makes the *best* pie, right?!)",head up and down asking question eye brow crossed ( right ) ??asking if Aunt ,"head nodding and eyebrow up showing surprised when signing, ""..right?""."
Jonathan_2012-11-27_sc96_31657848,-3,1,1,1,1,3,3,4,1,1,1,large eyes show his concern and worry at the mother being sick," eyes wide, worried face,  eye brow rasised ","""sick"" signed with wide eyes and head motion suggest intense worry "
Jonathan_2012-11-27_sc96_31658341,-1,1,1,1,1,1,1,1,1,2,1,"one party animal smiling knowingly at how his fellow party animal did something slightly rule-bending, with that smirk throughout","friend crashed party = eye gaze, head nod, agreement ",the sign crash is emphasized with closed eyes that could express frustration
Jonathan_2012-11-27_sc96_31659327,2,3,2,1,1,1,1,1,1,1,1,his small-ish signs for this reduce the effect of otherwise saying that he really enjoys watching fireworks,head tilted and like like ++  firework  cool !  widen eyes,"Eyes widen when signing ""fireworks"" suggest awe-struck, and joy "
Jonathan_2012-11-27_sc96_31660216,-3,1,1,1,1,4,4,4,1,1,1,"first time I've seen such strong sentiments from him, with strong emphasis on the 'bad'",  NOW ( emphasized) bad storm bold sign whew ,"the word bad was emphasized by a firmer sign through body language and the head nod emphasized the ""bad"" suggesting negative emotions"
Jonathan_2012-11-27_sc96_31660612,-1,1,1,1,1,4,4,1,1,1,1,"for what could've been signed/expressed more negatively, he stated it quite neutrally, with only a touch of worry registering on his face, and signs confined to a small space", mother now sick with flat facial expression.. but eyes show worried ,Sick seems emphasized as it was slower than the rest of the statement 
Rachel_2011-12-01_sc43_17582212,-3,1,1,1,3,1,1,4,1,1,1,huge sign for 'scared' can only mean one thing....she was really scared!,"scared with eyes closed,  mouth closed ( wow ) movie scared ",the exaggeration of the body movement  and eyes closed when scared is signed really suggest that there was fear. 
Rachel_2011-12-01_sc43_17584208,2,4,3,3,1,1,1,1,1,1,1,"had to re-watch the video to ensure that I understood her right...that she was honored to have been chosen for the club.  Usually, the sign for 'honored' in this context would be moving towards herself.","pick me to join club with small smile, ( wow) big honor ( head ) up","the widen eyes all the way emphasizing joy and surprised, and facial expression emphasizing excited by eyebrow up all the way"
Rachel_2011-12-01_sc43_17586206,3,4,4,2,1,1,1,1,1,1,1,"use of 'kiss-fist', and smiling face","kissfist, fall,  eye wide ","The head moving forward slightly and fast blinking eyes shows joy and excited when signing ""love"""
Rachel_2011-12-01_sc43_17588201,-1,1,1,1,1,1,1,1,1,2,1,'analyze' and 'look-at' were used to describe what she is doing with the math problem...as a way to emphasize with different words,"CS teeth, emphasized ANALYZED ,LOOK HARD ","Facial expression looks worried, teeth bared, suggests frustration and the signs are fast emphasizing the frustration"
Rachel_2011-12-01_sc43_17590198,-3,1,1,1,1,1,1,1,2,2,1,the use of 'enemy/friend' threw me off.  Her large sign for 'enemy' emphasized how much she hates her alarm!," friend enemy alarm, facial expression show not happy,  head shake negative ",Exaggerated sign and facial expression (closed eyes) suggest very negative emotions. 
Rachel_2011-12-01_sc43_17592194,-2,1,1,1,1,1,2,1,3,4,4,"it looks like she's been trying to repeatedly convince people of the dangers of alcohol, based on her squinted eyes and her shaking head, as if she's been saying this over and over again",alcohol head shaking  NOT ALWAYS GOOD furrow eye brows ,Bared teeth with squinted eyes and head shaking suggest negative emotions 
Rachel_2011-12-01_sc43_17593193,3,4,4,1,1,1,1,1,1,1,1,"the sign for love was emphasized, as well as the inclusion of the smile at the end gave extra meaning to what she was trying to say",love to fly diff place ++ with smile emphasis  slight squint and narrowed eyes ,"Smiling suggests positive emotions like joy, the signs are wide in movement showing happiness along with the smile "
Rachel_2011-12-01_sc43_17596188,-2,1,1,1,1,2,1,4,4,1,1,slowed down for 'really' then signed 'scary' largely,"BOLD Sign, SCARY movie, furrowed brows, pouted lips ","The face scrunch and head nod emphasize ""scary"" suggesting fear"
Rachel_2011-12-01_sc43_17597185,-2,2,2,1,1,1,1,2,1,1,1,her forced smile while explaining how she felt about the haunted house serves to foreshadow something that might be coming...,"knew.. with smile,  haunted house  at my own risk teeth clenched ","the smiling while signing ""in at my own risk"" suggests excitement, the extra body movements with the shoulders show excitement as well"
Rachel_2011-12-01_sc43_17598184,2,3,4,4,1,1,1,1,3,1,1,"the strongly-signed love shows how she truly feels about action movies, and the sticking-out tongue along with the hand-toss show how she truly feels about drama movies",love HAUNTED movies head tilted and strong #  FS not drama ,"Excitement shows when signing fast about ""action movies"" when signing about ""drama"" shows disgust when opening mouth and baring teeth to emphasize dislike "
Rachel_2011-12-01_sc43_17602177,-1,1,1,1,3,1,1,1,1,4,1,"the enlarged eyes indicated that this was an unusual event, one with large impact","car accident traffic awful with mouth tightness and a bit of ""0""","in the end of video, the person signing ""ohhh"", the raising eyebrows and blinking once emphasizing surprised negative slightly."
Rachel_2011-12-08_sc44_1539625,-2,1,2,4,4,1,1,1,1,3,1,talking to the camera probably affects how she role shifts in this clip...instead of eye gazing to the space besides her as if she is talking to someone else, hates surprised shaking head negative ,"""love"" accompanied with quicker motions, smile and deeper movements and ""hate"" accompanied with negative facial expression and quick sharp movement"
Rachel_2011-12-08_sc44_1540021,-2,1,1,1,1,1,1,1,4,1,1,"her depiction of 2 people drew me into the video, causing me to identify with both the stuck-up view of McDonald's and the disgusted view of McDonald's","head shake, as no, facial expressin strong show mcdonald is not best burger","the half closed eyes with flat lip shows disgust when signs ""cheaper"""
Rachel_2011-12-08_sc44_1540612,1,1,2,1,1,1,1,1,4,3,2,"the emphasis on the sign for 'good', with wide eyes contrasts with the sign for 'lousy' and its accompanying scrunched face",book read so good head tiled then back head shake no book lousy disagreement head shake.. ,"Both good and lousy were emphasized respectively. ""good"" emphasized with body movement like the head movement and intensity. ""lousy"" emphasized by facial expression with disdain and head shake "
Rachel_2011-12-08_sc44_1540613,1,1,3,1,1,1,2,1,2,1,1,shifts quickly from a smiling/happy face to one showing disgust to indicate 2 different people talking,"head tilt, good team, no disagree head shake,  facial expression with negative saying losing all the time ","The facial expression during ""good football team"" shows excitement and happiness however when signing ""losing and never win"" it shows disappointment"
Rachel_2011-12-08_sc44_154108,-1,2,2,2,1,1,1,1,1,1,1,would've liked to see a clearer role shift between the 2 people she was depicting...maybe turning of shoulder or such...," head shake, eye brow raised and head down shaking head, mouth wrenched ","signed ""lousy"" with face schunch and wider range of movement emphasizes negative emotions, signed ""beautiful"" with smile and nod suggesting positive emotions "
Rachel_2011-12-08_sc45_5596228,-3,1,1,1,1,1,2,1,1,4,1,"the signs for 'upset' and 'i don't know' were both lower than usual, signifying that she is not really too concerned about it",puzzled why dad is upset shaking head dont know why,the fown with closed lips and puffed cheeks suggest worry and is supported by squinted eyes 
Rachel_2011-12-08_sc46_1470684,-3,1,1,1,1,3,4,2,3,1,1,facial expression to accompany 'really hungry' made it more relatable,"AWFUL pursed lips,  emphasized HUNGRY ","the word ""hungry"" was emphasized by deep movements and a scrunched facial expression with bare teeth "
Rachel_2011-12-08_sc46_35420258,-1,1,1,1,1,1,4,1,1,1,1,the shaking head reinforces the concept that the student didn't win,"shaking head not winning, ","""not win""signed with a head shake and smirk suggests disappointment "
Rachel_2011-12-08_sc46_36918922,3,4,4,1,1,1,1,1,1,1,1,slower pace when signing 'she will love it' as compared to the preceding signs...shows that she is excited about it,eye brow raised- mom LOVE,"the head movement shows joy and excited when signing ""she will love it!"" in the end"
Rachel_2011-12-08_sc46_5989857,3,4,4,1,1,1,1,1,1,1,1,large signs for 'great'...and use of smile at the same time,eyes squeezed and showing excitement- think ( head down) and emphasized great.,"head moving around slightly, widen eyes emphasizing joy/excited."
Rachel_2011-12-08_sc46_69413690,-3,1,1,1,1,1,1,1,1,1,2,"how she closed her eyes while signing 'awful' signifies a strong emotion, punctuated by how she flips her hand at the end",FS # RENT movie really AWFUL !! furrowed brows,"""awful"" was exaggerated and emphasized with closed eyes "
Rachel_2011-12-08_sc46_79664536,-3,1,1,1,1,4,4,2,1,3,2,the large sign for 'threat' shows that it is truly an ominous thing, head tiled and show frustrated cuz man hit the guy and now he will sue.  Strong hard sign ( as if frustrated now ) then head tiled up and eyes narrowed  frustrated ,"the hand/body gesture at the end suggests frustration, the overall body language supports negative emotions. The facial expression with wide eyes and pursed lips show worry."
Rachel_2012-01-27_sc50_36288803,2,4,3,1,1,1,1,1,1,1,1,"the head-bobbing throughout indicates emphasis, as well as the outstretched hands at the end",emphjasized dad and i same likes choclate cereal with head nodding as if its important information ,"Head nodding and smiling, as well as the way the hands are positioned after the statement reflect positive emotions. The way ""same"" was signed with intensity and speed shows emphasis on that word as well"
Rachel_2012-01-27_sc50_36291796,-2,1,1,1,1,1,1,1,4,1,1,the squinted eyes and the head-shaking serve to emphasize her dislike for this pineapple cream cheese," No, shaking head, dislike, head movement and body posture ","when the person signs ""no no"", head shakes with furrowed bows with closed eyes shows disgust"
Rachel_2012-01-27_sc50_36292794,3,4,1,1,1,1,1,1,1,1,1,nodding throughout while making her assertion makes the assertion all that more bolder, trying to show emphasized that she likes phil cheese cream.  facial expression and  head nod ,the continuous head nod during the whole statement really emphasized positive emotions
Rachel_2012-01-27_sc50_36294790,-2,1,1,1,1,1,3,1,1,2,1,squinted eyes and shaking head betray her disgust at today's weather,weather shake head... not pretty ..tongue out  ,"Furrowed brows with head shake and straight lips show dislike and unhappiness, along with head shaking supporting upset, negative emotions "
Rachel_2012-01-27_sc50_36295789,-1,1,1,1,4,1,1,1,1,1,1,shaking head when talking about surprises,"shake head, mom dislike, furrowed brows ",Head shake and brow furrow suggests worry 
Rachel_2012-01-27_sc50_36298782,-2,1,1,1,1,1,4,1,1,4,1,makes a disgusted face while signing 'lousy' a bit exaggerated than normal,"weather lousy today  furrowed brows, pouted lips","when signing ""lousy"" bared teeth emphasize negative emotions, suggests disappointment "
Rachel_2012-01-27_sc51_26827321,-2,1,1,1,1,1,4,1,1,2,2,head-nod and scrunched cheek show this as something that actually did happen.,head nodding ( YES true biz ) car broken down with lips pursed tight ,frowning lip emphasizing sadness.
Rachel_2012-01-27_sc51_26827419,-1,1,1,1,1,1,1,1,1,1,1,the hand wave in the middle indicates strong clarification...that something else happened instead of what was thought to have happened," head nod, facial expression,   head tilt","when the person signs ""crashes with that car"", head tilts forward with furrowed bows and flat lips emphasizes anger"
Rachel_2012-01-27_sc51_26827517,-1,1,1,1,1,1,2,1,1,3,1,waving hand at the beginning as if to get attention...signposting to show that some important info is upcoming,"shaking hand , with negative facial expression, looking frustrated","when the person signs ""mary"", the head moves forward swiftly and open mouth emphasizes frustrated, frowning lip after signs ""broken down car"" shows sadness."
Rachel_2012-01-27_sc51_26827616,-1,1,1,1,1,1,1,1,1,3,2,"Here, she seems to just be making a statement that may or may not lead up to a more positive or negative expression of emotion later on","eye brow down, emphasized remember","eyebrow raising up when asking ""do you remember"" showing frustration, head lilt forward slightly, nodding in head shows disgust when signing ""broke down the engine"""
Rachel_2012-01-27_sc51_2682838,-2,1,1,1,1,2,2,1,1,1,1,looks like this event happened far enough in the past for her to be removed from the immediate strong feelings such an event would've produced,pouted lips ( car is down)  head going down,"when the person signing ""broke down"", the head moving down slighly while eyebrow down, lip smirked, showing sadness, frustrated, and anger."
Rachel_2012-01-27_sc51_2682847,-3,1,1,1,1,3,1,1,1,1,2,"using large space for the sign 'broken' signifies that its not just a loose screw somewhere, but something far more serious",car broken. HEAD toward ,The sign speed was very quick and broke felt emphasized with the facial expression changing with pursed lips 
Rachel_2012-02-14_sc66_25328,-2,1,1,1,1,1,2,1,1,4,1,"this is more of a matter-of-fact statement, with negative overtones",wrong in the system. head movement and  facial expression ,"Squinted eyes while signing ""many things wrong with the system"" suggest disdain and frustration "
Rachel_2012-02-14_sc66_253715,-1,1,1,1,1,2,1,1,1,1,1,she looks lawyerly...FS'ing 'HIT' instead of signing that word...perhaps to not lead the witness on to how the car's glass got broken," # HIT, glass broken head tilted up, ","eyebrows go up and down when signing ""broken"" suggesting negative emotions, like worry "
Rachel_2012-02-14_sc66_253816,-1,1,1,1,2,2,1,1,1,1,1,she used fingerspelling for 'collided' instead of signs...indicating a more neutral presentation of facts than might have happened otherwise,"WH - question, eye brow raised,  shoulder shift lower ",......
Rachel_2012-02-14_sc66_253917,-1,1,1,1,1,1,1,1,1,1,1,"looks like could be someone giving a report...neither positive, negative, nor emotional",glasses shattered  looking worried ,"widened eyes while signing ""car crashed"" suggest negative surprise "
Rachel_2012-02-14_sc66_254424,-2,1,1,1,3,1,2,1,4,1,2,"admittedly, I might be biased by integrating my own emotions on this topic with her sentiments, possibly producing stronger feelings than she intended ","sorry why deaf , raising eyebrow, and lower eye brow  doctor inform , eye gaze looking as if telling a story","when the person signs ""sorry"". head moves back slightly with furrowed brows shows anger, the head swiftly moves back in the end of the video shows disgust "
Rachel_2012-02-14_sc66_254525,-1,1,1,1,2,2,2,3,1,1,1,would need to see more context to more fully understand the meaning of this statement, upset parents are scared then.. ( that part was not clear)  emphaized parents are upset..,furrowed eyebrows and leaning back suggest worry
Rachel_2012-02-14_sc66_254728,-3,1,1,1,1,3,2,3,1,1,1,the fingerspelling of INTIMIDATING instead of signing it serves to emphasize the strength of this word/emotion," facial expression= negative,  shoulder raising and raised eye brow ","The word sick was emphasized with bare teeth and deeper body movements, the widen eyes show concern and worry."
Rachel_2012-02-14_sc66_254829,2,3,1,1,1,1,1,1,1,1,1,her FS and then signing the word 'identified' serve to emphasize the exact English word she hopes is used by professionals when talking to parents of newly-diagnosed babies,"finger spelled  emphasized, shoulder raising,  not bad ",Body language and the shoulder shrug with a smile suggests overall positive emotions
Rachel_2012-02-14_sc66_254931,-3,1,1,1,1,1,1,1,2,2,1,she is using neutral expressions to set up comments on how 'intervention' is a negative word when it comes to dealing with Deaf babies,firm signer ( intervention) repeat ++ with bold facial expression,"Signs are quick showing some frustration
Eyes at the end are squinted and the sign is repeated over and over again to emphasize it, this suggests negative emotions when paired with the quick signs and facial expression"
Rachel_2012-02-14_sc66_255033,2,1,1,1,1,1,1,1,1,1,1,big sign for 'fine' shows that the baby is doing just fine!,strong firm ( FINE) with narrowed eyes ,eye squinting with smile suggest positive emotions
Rachel_2012-02-14_sc66_255438,-2,1,1,1,2,1,1,1,1,1,1,"again, looks lawyerly...as if she is trying to avoid using the sign for 'smashed' or 'hit'...trying to induce someone else to describe exactly how the glass got broken.  Her facial expression betrays no joy nor sadness",head titled down asking question,"eyebrow lift emphasizes ""crash"" and ""broken"" shows surprise or potentially worry"
Rachel_2012-02-14_sc66_255844,1,2,2,1,1,1,1,1,1,1,1,"the shifting eyes caused me to re-watch this video, seeing if there was some meaning in them (none that I could decipher)","shoulder raising - head nod, as affirmation ","when the person signs """"ahh"" i can do more than one"", the mouth opens with widen eyes"
Rachel_2012-02-14_sc66_255946,-1,1,1,1,2,3,3,2,1,2,1,"her squinted eyes at the end indicate 'like, huh??'","pouted lips, dad upset","the head movement at the end, pursed lips and the way they move back suggest confusion/worry. "
Rachel_2012-02-14_sc66_256351,-1,3,1,1,1,1,1,1,1,3,1,"the negative surprise was expressed by slightly depicting a hearing person's perception of a Deaf person before quickly reverting to...'see, they're fine!'","show, fine,  as if deaf person can do it.. ","the eye squints slightly showing frustrated, body language shows more confidence showing joy "
Rachel_2012-02-14_sc66_256352,2,2,1,3,1,1,1,1,1,1,1,her use of repetition serves to emphasize her point, signer sign firmly  with body tilted  ,"Range of motion is wide, overall facial expression show positivity. Maybe not Joy but not negative emotions "
Rachel_2012-02-14_sc66_257265,-3,1,1,1,1,3,4,1,1,3,2,the repeated 'continue' and the large 'heart-rending' both emphasize a long period of heavy grieving,did not understand #FS but  constantly  disappointed looking  shaking head and furrowing brow ,"the open mouth and quickly furrowed brow when signing ""going"" suggests negative emotions like frustration "
Rachel_2012-02-14_sc66_257368,-2,1,1,1,1,2,1,2,2,1,1,emphasis was made on a few words by fingerspelling them instead of signing them...also to take on the tone of a professional making their utterances," Fingerspelling, emphasized,  terminal sickness as if it is strong negative ","the bared teeth when signing ""sick"", ""negative"", ""cancer"" suggest very negative emotions towards those words. Possibly disgust mixed with fear, overall negative."