"Did you know?" Maya asked, her voice cracking slightly. She’d been halfway through explaining the complex algorithm when her supervisor had interrupted. "No, I didn’t know," she mumbled, staring at the screen. The news had been relayed to her in the staff meeting this morning: Mr. Ito, the head programmer, had retired, effective immediately. Her hands felt clumsy, her fingers fumbling with the keyboard. The code seemed to mock her, a labyrinth she was suddenly ill-equipped to navigate. She hated that she’d spent so much time worrying about whether he approved of her work. Now, she'd never get the chance to find out.

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