The news report crackled from the radio, detailing the art heist. A priceless Van Gogh, stolen from a private collection. Then, the camera panned to a photo: The opulent home of Mr. Silas, her next-door neighbor, who was named as a person of interest.

A jolt ran through her, leaving her suddenly lightheaded. She recalled his odd hours, his secretive phone calls, his aversion to any conversation about his past. He always seemed to be watching, even when he wasn't.

She found herself unable to breathe, her vision swimming. She moved to the window, the image of his house, usually so comforting, now filled her with apprehension. She pulled the curtains shut, but the shadows still seemed to be closing in.

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