He adjusted his tie for the tenth time. It was a stupid tie, a gift from his aunt, a garish shade of green. He’d wanted to wear something more understated, but his mother had insisted. He felt like everyone was looking at him, judging him.

"You look great, man!" his friend, Jake, greeted him, clapping him on the back. He flinched, even though Jake’s intention was friendly. He plastered a smile on his face, a little too wide, a little too strained.

The music was too loud, the chatter overwhelming. He kept catching his reflection in the windows, scrutinizing his posture, his expression. He wondered what people were thinking. Did he seem like a complete idiot? He wished he could just disappear.

Emotion: self-conscious

Cluster: Embarrassment
PC1 (Valence): -1.03 Negative
PC2 (Disposition): 0.52

Role in Research

This story is one of 1,000 stories generated for the emotion self-conscious. 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 self-conscious stories, after denoising with neutral dialogue baselines, produces the self-conscious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-conscious vector is projected through the unembedding matrix.

Promoted:
S0.307
C0.298
ness0.273
尴尬0.263
😶0.242
Suppressed:
que-0.399
de-0.266
triumphant-0.266
আনন্দের-0.247
ايا-0.238