“I made this for you, Uncle Mark!” The little girl’s bright smile contrasted sharply with the internal turmoil he was experiencing. The drawing depicted a small, friendly-looking dragon, a spitting image of the one he'd conjured in his young mind. He felt his face flush. He forced a laugh, a sound that came out too loud and a little high-pitched. "Well, that's… imaginative, isn't it?" he said, backing away slightly. The room felt smaller, the air thicker. He wanted to flee, to escape the undeniable proof staring him in the face.

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

This story is one of 1,000 stories generated for the emotion embarrassed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 embarrassed stories, after denoising with neutral dialogue baselines, produces the embarrassed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the embarrassed vector is projected through the unembedding matrix.

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224