The information slammed into her like a physical blow. Sarah slumped in her chair, the air expelled from her lungs. Dr. Lee, her advisor, was retiring. The finality of the announcement hung in the air, a heavy, suffocating weight.

She felt a hollowness in her chest, an emptiness that seemed to expand with every passing second. She rubbed her eyes, trying to clear the blurry vision. Her carefully constructed future, built with unwavering dedication, felt fragile, and she knew she was lost.

The once-familiar office, filled with the comforting scent of old paper and coffee, now felt alien and hostile. A knot formed in her stomach, twisting and churning with an almost unbearable intensity. She felt paralyzed.

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