The coffee cup trembled in Leo’s hand. Professor Ramirez, his advisor, was a rock. Now, the bedrock was crumbling. He'd just spent the last hour gushing about his progress, about the exciting new direction he was taking his thesis. He wanted to melt into the floorboards. Leo cleared his throat, the sound a dry rasp. He nodded, trying to appear unfazed, but his smile felt plastered on, brittle and synthetic. He felt a sudden, intense desire to escape the confines of the office, to disappear into the anonymity of the campus crowd.

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