The party throbbed with music and laughter, but Maya felt a chill that had nothing to do with the air conditioning. She excused herself, stumbling towards the back patio. The text: "I can't believe I said that. I'm such an idiot." The wrong person.

A cold wave washed over her. She knew the recipient. It was Mr. Henderson, the head of the department, the person who would be deciding her fate. The message was meant for her roommate, a confidante, a safe harbor. She could feel the blood drain from her face.

She dropped her phone on the wet patio table, where it lay gleaming in the moonlight. She closed her eyes, imagining the possibilities. A missed opportunity? Professional ruin? She pressed her hands against her temples, fighting back a wave of nausea.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229