"Unforgivable." The word echoed in Chef Robert’s mind, a hammer blow to his carefully constructed confidence. He stared at the review, feeling a dizzying rush. He felt a sudden, desperate urge to flee, to disappear. He gripped the edge of the counter, knuckles white, his breath coming in shallow gasps. His meticulously organized kitchen, usually a source of calm, suddenly felt like a cage. He pictured the empty tables, the averted glances of his staff, and his shoulders slumped. He needed a cigarette. Now.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258