David ran his hand through his hair, the strands catching on his agitated fingers. The neighbor’s gossiping, the hushed tones, the newspaper clipping – they all coalesced into a suffocating truth. He felt a burning in his chest and a light-headedness that threatened to send him to the floor. The familiar scent of lemon cleaner, usually a comfort, now seemed to mock him.

He began to pace, his steps erratic. The living room, which he'd spent months redecorating, suddenly seemed alien, filled with unseen eyes. His breaths came in short, shallow gasps. He stopped, grabbing a nearby picture frame, his grip so tight he feared the glass would shatter.

"No, no, no," he muttered over and over again, as if repetition could erase the awful revelation. The sweat dripped down his temples. He needed to be out, away from this place that suddenly felt like a tomb.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.401
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359