The phone vibrated on the table, a persistent tremor in the otherwise still apartment. It was a photo from a stranger. A tattoo. Her most recognizable piece, "Dancing Shadows," sprawled across a stranger’s back.

She couldn’t breathe. Her chest felt constricted. The walls of her apartment seemed to shrink, closing in. The sunlight pouring in the window now felt like a spotlight, exposing her vulnerability.

Her fingers were numb as she deleted the message. She moved to the window and stared at the street below. She needed to be somewhere else, somewhere the shadows didn't seem to reach.

The phone vibrated again. Another photo.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309