"Did you hear?" The words, spoken a little too loudly by a passing student, pierced Mark's ears. He was halfway through his organic chemistry lab when the email had arrived. The words swam before his eyes. His carefully planned future, now… what?

He fumbled with the beaker in his hand, his movements jerky and clumsy. He dropped it with a loud crash. He quickly crouched to clean the shards, his face flushed.

He could feel the eyes of his lab partner, Lisa, on him. He mumbled an apology and retreated to the back corner of the room, wishing he could disappear. He tried to focus on the experiment, but his hands trembled.

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