Her afternoon tea was ruined. The polite clink of her fine china was completely drowned out by the infernal racket. Emily's composure cracked. Her carefully constructed facade of social grace crumbled. She set the cup down with a harsh clatter.

Her face flushed with a sudden, overwhelming heat. She felt a tremor run through her body. She imagined the mess, the disruption, the weeks, perhaps months, of turmoil to come. She felt a growing need to lash out, to scream at the construction workers.

She rose from her chair, her knees suddenly weak, the taste of ashes in her mouth. She had to escape, to get away from the noise, the chaos, before she lost all control.

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