"Jessica Thompson" The name burned itself onto the screen. It was a name that had haunted her for years. Sarah's blood went cold. Her breath came in short, shallow gasps. She wanted to scream, to shatter something. The past, always lurking, had found a way to invade her present.

She instinctively recoiled, physically recoiling from her desk. She got up and walked around the room, feeling like a trapped animal. Her hands were clenched into fists, her nails digging into her palms.

She went to the window, the world outside blurred by her tears. She wanted to disappear, to vanish and never be found. She felt incredibly small and vulnerable. The past was like a persistent, unwanted ghost, and Jessica Thompson was its face.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244