He had been looking for a stapler, but what he found was his whole childhood. The perfectly preserved school papers were like an accusation. Thomas's breath hitched as he took in the scene.

His third-grade book report on the life cycle of a butterfly, complete with a misspelled diagram, felt particularly mortifying. He wanted to toss it away, to destroy the evidence. But something held him back.

A sense of vulnerability washed over him. He felt like a exposed specimen under a glaring microscope. The small, cluttered storage room suddenly felt like a vast, unforgiving arena.

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