The notice taped to the door of Professor Davies' office seemed to vibrate with a malevolent energy. Amelia squinted at it, willing it to disappear. Her name, bold and stark, sat beneath the headline "Academic Dishonesty Allegation." Her stomach felt like a lead weight.

She'd avoided eye contact with anyone in the hallway, pretending to be utterly engrossed in the pattern of the floor tiles. The walk to Davies' office had felt like traversing a gauntlet. Her pulse hammered in her ears, drowning out the murmurs of other students.

"Come in," a voice called from within, and Amelia pushed open the door, her cheeks burning. She clutched her backpack straps, the fabric digging into her palms.

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