The afternoon light cast long shadows in Leo's cramped office, highlighting the dust motes dancing in the air. He reread the email, the words blurring before his eyes. The publisher, his dream publisher, had said no. He sighed, the air leaving his lungs with a heavy sigh.

He ran a hand through his hair, mussing it further. He suddenly felt a need to tidy, to organize, to control something, anything. He began stacking papers, alphabetizing files, a frantic attempt to create order out of the chaos of his disappointment.

His reflection in the window showed a man trapped in his own anxieties, a man desperately seeking validation. He wasn't sure what to do next.

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