The room seemed to shrink. Her grandmother, frail but sharp-witted, had announced she was converting to Islam. The dinner, usually filled with boisterous laughter and familial warmth, had become a hushed affair. Emily felt a prickling heat rise on her neck, and she found herself excessively interested in the intricate design of the wallpaper. She kept clearing her throat, the sound unusually loud in the heavy silence. Her younger brother, always eager to cause mischief, began whispering to himself and smiling.

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