The words on the screen blurred, a chaotic mess of criticism. The harsh assessment made her feel utterly exposed, vulnerable. Her carefully constructed facade of confidence crumbled, revealing a raw vulnerability. Chef Imani's chest tightened. She found herself clutching at her apron, as if trying to hold herself together. She felt a sudden need to leave, to get away from it all. She rose abruptly from her chair, her legs shaky, and fled to the walk-in, the cold air offering a small degree of solace.

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