The discovery was a punch to the gut. It was a letter of resignation, addressed to her former boss, detailing the reasons why she was leaving her dream job. Her mouth went dry. The words seemed to jump off the page, mocking her ambition.

A wave of nausea washed over her. The reasons, once so compelling, now felt flimsy and embarrassing. She felt a profound sense of regret, a longing for a different past. Her hands clenched into fists.

She paced the room, the letter clutched in her hand. She wanted to erase it, to pretend it never happened. She didn't know what was worse, the fact that she had written it, or the fact that she had never sent it. The words, she knew, would haunt her.

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