A tremor ran through Daniel as he saw the lilies. Their pristine white petals were a stark contrast to the dull, beige of his apartment. The sheer audacity of it left him speechless. Flowers. Who? Why? His heart hammered against his ribs.

He backed away, bumping into the counter. He had been careful, so very careful, for years. This… this was a blatant disruption of the quiet. He felt the familiar knot tighten in his stomach. He didn’t want them. He didn’t want any reminders.

He spun on his heel and rushed to the window, peering out at the street below. No one. Nothing. Just the mundane, everyday life he had so desperately tried to blend into. He forced himself to take a deep breath, and failed.

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