The coffee cup rattled in Maya’s hands as she stared at the email. The words swam before her eyes, blurring into a hateful, accusatory mass. Her pulse hammered against her ribs, a frantic drumbeat against the silence. She gripped the chair, fingers digging into the worn fabric. The world seemed to shrink around her, the office walls closing in. She glanced at the clock, each tick echoing the rapid rhythm of her heart. She felt a cold sweat prickle her skin, a sign of the icy grip of reality.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314