"No, no, no," whispered Emily, her voice barely audible. Her grandmother, the sweet, gentle woman who baked cookies and told tales of hardship, was standing in the photographs with a group of people, dressed up in what looked like gangster attire. She saw more images and it was clear they were living a life of illegal activity.

She sank to the floor, her legs suddenly giving way. The room seemed to shrink, the walls closing in. The air felt heavy, and it was hard to draw a breath. She’d always idealized her grandmother, held her up as a beacon of goodness. This was a different woman entirely, a stranger. She felt a profound sense of disorientation, a fear of the unknown that had her reeling.

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
πŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
ζ₯½γ—-0.262
happy-0.258