She crouched behind the oversized armchair, trying to appear nonchalant. Her heart hammered against her ribs. The discovery of the secret room, accessed via a cleverly disguised door in the library, had been entirely by accident. She’d been reaching for a book, and… well, now here she was.

Her sister, Sarah, was due any minute. Sarah, the one who always seemed to know more, and now, no doubt, would make her feel absolutely foolish. She ran a hand through her hair, the strands catching on the small, wooden handle of the door. She wished she had never touched it.

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