She traced the letters with her finger, feeling a burning sensation. "Volunteer at an animal shelter." "Learn to speak Spanish." "Take a pottery class." Her boyfriend, Ben, a man who seemed happiest on the couch, had such ambitions. She found it on his nightstand, beneath a book of poetry.

A wave of dizziness passed over her. She gripped the edge of the dresser for support, feeling a tremor in her hands. The room appeared to spin slightly.

Later, she kept interrupting him while he was talking, asking pointless questions, even finding the sound of his voice grating. She kept clearing her throat, the gesture a nervous tic. She found herself snapping at him over nothing.

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