The paper felt like a hot coal against her skin. "Visit all seven continents." "Learn to surf." "Become a sommelier." Sophia felt a strange knot tighten in her gut. Her husband, Michael, who worked in accounting, had written this list, and she'd found it tucked inside his briefcase.

Her face felt hot, as if exposed to a furnace. She pictured him, far away, standing on a beach, tasting fine wine. The visions made her palms slick with perspiration.

She made a point of rearranging the cutlery on the table, a nervous habit that worsened as Michael entered the room. "Anything new?" he asked, his voice full of casual affection. She averted her eyes and muttered, "No, nothing," feeling a sudden, intense desire to be anywhere but there.

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