The band leader’s voice boomed through the practice room, announcing the seating arrangements for the upcoming concert. For years, Chloe had been first chair. Now, she was relegated to a lower section. The music suddenly sounded distant, muffled.

She gripped her instrument case tightly, feeling the cold metal dig into her palms. The triumphant smiles and excited chatter around her seemed to amplify her sense of isolation. The joy on her peers' faces felt foreign, like a language she no longer understood.

She forced herself to meet the eye of a friend, offering a strained, tight-lipped smile. She wanted to disappear. The case felt heavy. She headed toward the door, her shoulders slumping with each step.

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