The car stilled, mid-ascent. The fluorescent lights flickered once, twice, then died. Panic seized him. His palms were slick with sweat. He kept pressing the button for the lobby, repeatedly.

"It's no use," Jessica said, her voice flat. He turned to her, his breath coming in shallow gasps. He fought the urge to pace, to do something, anything, to break the awful stillness.

He felt the walls closing in, the air becoming stifling. He felt a need to escape, to be anywhere else, to get out of this trapped metal coffin. He felt a mounting desperation.

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