SEO: add multilingual tags, model-index metrics, thumbnail, expand search coverage

README.md

@@ -1,25 +1,56 @@
 ---
 language:
 - en
+- zh
+- ko
+- es
 tags:
 - emotion-vectors
 - interpretability
 - mechanistic-interpretability
 - replication
 - gemma4
+- google
 - anthropic
 - valence-arousal
 - PCA
 - logit-lens
+- linear-probe
+- probing
 - emotion
 - functional-emotions
 - AI-safety
+- neuroscience
+- circumplex-model
+- activation-extraction
+- residual-stream
 license: mit
 library_name: transformers
 pipeline_tag: text-generation
 base_model: google/gemma-4-E4B-it
-datasets:
-- custom
+thumbnail: results/fig1_pca_scatter.png
+model-index:
+- name: emotion-vector-replication
+  results:
+  - task:
+      type: text-generation
+      name: Emotion Vector Extraction
+    metrics:
+    - name: PC1 Variance (Valence)
+      type: variance_explained
+      value: 0.422
+    - name: PC2 Variance (Arousal)
+      type: variance_explained
+      value: 0.183
+    - name: Total Variance (PC1+PC2)
+      type: variance_explained
+      value: 0.605
+    - name: Emotions Tested
+      type: count
+      value: 9
+    - name: Stories Generated
+      type: count
+      value: 1002
 ---
 
 # Replicating Anthropic's Emotion Vectors on an Open-Source 4B Model