"What the...?" Michael muttered, staring at the cluster of daisies on his desk. He hadn't touched any of them, but felt a growing disquiet. He hadn't asked for flowers. No one had sent him flowers. The office was supposed to be a safe place, but now it wasn't.

He glanced around, suddenly acutely aware of his colleagues, their quiet typing, their casual conversations. A sense of unease settled over him. He felt as if a spotlight had suddenly turned on him.

He reached for his phone, and called the front desk. "Did anyone send me flowers?" He asked. The receptionist's response did nothing to alleviate his dread.

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