The crisp white paper trembled in Amelia’s hand. Her breath hitched, catching in her throat like a trapped bird. Sunlight streamed through the window, illuminating the dust motes dancing in the air, a stark contrast to the sudden, icy dread that had flooded her chest. It felt as though a steel band was tightening around her ribs, squeezing the air from her lungs. She sank onto the threadbare couch, the springs groaning in protest as if mirroring her own despair. The eviction notice fluttered to the floor, a cruel white flag of surrender.

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