The small, cramped dorm room suddenly felt claustrophobic. Sarah clutched the print-out of her lab report. A large, red “F” glared at her from the top of the page. The low score was utterly baffling. She had spent hours preparing and meticulously following the instructions.

Her roommate, Jessica, was humming in the corner, blissfully unaware. Sarah bit her lip, a wave of heat rising in her chest.

She crumpled the paper in her hand, the sound sharp in the silence. She struggled to keep the tears from welling in her eyes, wishing she had an excuse to leave.

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