The email arrived mid-afternoon, just as she was putting the finishing touches on the decorations. The subject line, “Update Regarding Saturday,” was innocent enough, but the contents were a punch to the gut. “Due to unforeseen circumstances, the surprise gathering is regrettably postponed.” Chloe felt a sudden, dizzying wave of nausea.

She fumbled for her phone, her fingers clumsy on the screen. The catering company, the band, the venue – everything was booked, everything was paid for. And now, nothing.

She paced her kitchen, her mind a whirlwind of frantic thoughts. The guest list, the seating chart, the meticulously planned speeches – all rendered useless. She ran a hand through her hair, tugging at the strands. Her jaw clenched, and she could feel the sting of unshed tears in her eyes.

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