Rain lashed against the windowpanes, mirroring the frantic drumming in her chest. The complaint had been delivered in a low, gravelly voice, a threat masked as a neighborly chat. Now, every creak of the house, every gust of wind, made her jump.

She found herself checking the locks on the doors and windows repeatedly, a mechanical ritual that offered no solace. Her reflection in the darkened window showed a face drained of color, eyes wide and fixed on the shadows outside.

The phone lay on the coffee table, a cold, inanimate object that represented both potential salvation and utter helplessness. She reached for it, then snatched her hand back, her fingers tingling with a strange, unfamiliar sensation.

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