Clara felt a chill spread through her as she listened to Emily. Emily was recounting their college graduation party, describing the celebratory champagne toasts and the shared joy. Clara gripped the stem of her wine glass so tightly her fingers ached.

The images swirling in her head were of a deserted rooftop, a figure standing at the edge, and a scream. It was a silent, awful movie playing in her mind.

“Emily, I…” Clara stammered, feeling a pressure building in her chest, “I remember it being… very different.” Her voice was barely audible. Her vision swam.

Emily’s smile vanished. She looked at Clara, her expression shifting from happiness to concern. The festive music seemed to fade to a distant murmur.

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