The phone rang, jolting her from a fitful sleep. She snatched it up, instantly on alert. "Hello?" she croaked.

It was the police. The neighbor's dog had been seen in her yard again.

Her breath hitched. A wave of nausea rolled over her. She gripped the phone tighter, her knuckles white. She wanted to scream, to cry, to make it all stop.

She explained what happened, her voice trembling.

When the officer said he'd be right over, she immediately hung up the phone and started locking every window and door, every entryway.

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