The flashlight beam danced across a collection of old photographs. They were stacked haphazardly in a box. He reached in, his fingers brushing against brittle paper. He picked one up, studying the faded image of a family he didn't know.

Their smiles seemed brittle, their eyes hollow. They weren't just strangers. Something about the way they posed, the way the light hit their faces, disturbed him profoundly.

A cold sweat slicked his palms. He dropped the photograph as if it burned him. He wanted to go home. He felt a profound disorientation. The attic suddenly felt oppressive, its shadows closing in.

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