He’d envisioned the look on her face; utter shock, followed by a beaming smile. Now, the florist’s delivery man stood, awkwardly holding the bouquet of lilies, the very flowers she adored. The message was clipped, brutal: "Party off. Contact organizer." The blood seemed to drain from Leo’s face. He could feel his heart hammering against his ribs, a frantic drumbeat of panic.

He waved the delivery man away, the lilies suddenly heavy in his hands. He wandered into the backyard, where the string lights were already draped across the trees. The empty space, usually filled with laughter and anticipation, felt vast and hollow.

He leaned against a tree, his breath coming in ragged gasps. He imagined the disappointment etched on her face, and the thought was a physical blow. He kicked at a stray pebble, sending it skittering across the patio, a tiny, insignificant sound in the face of his ruined plans.

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