He stared at the gallery's front window, his breath clouding the glass. His vibrant, abstract canvases had been stolen from his studio and were now gracing the walls. John felt a rush of adrenaline, and a wave of something akin to shame.

He clenched his fists. He felt so... *naked*.

He hated the thought of people scrutinizing them, finding flaws, assigning meaning he hadn't intended. He pulled his hat lower, trying to disappear. He wasn't ready to face the world.

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