The congratulatory messages filling her inbox seemed to mock her. "Great news, Sarah!" "Good luck!" Each notification felt like a fresh wound, a reminder of the impending competition. She closed her eyes, trying to block out the noise, the pressure. Her stomach churned.

She couldn't bring herself to reply. She felt trapped, suffocated by the well wishes. The air in her cubicle, usually filled with the comforting smell of coffee, now seemed thick and stale. Her hands trembled as she deleted the messages one by one.

The thought of facing her colleague, of engaging in the unspoken battle, was unbearable. She had to get away. She pushed back from her desk, the sudden movement causing her head to swim. She grabbed her bag and fled the office, ignoring the calls of her team members. She simply needed to escape this moment.

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