He slammed the door, the flimsy wood rattling in protest. The eviction notice, folded and crumpled, lay discarded on the hallway table. A dry sob wracked through Leo's body. He wanted to scream, to shatter something, but his throat felt constricted, as if a vise was tightening around it.

He paced the confines of his small apartment, each step a frantic measure of his dwindling options. The walls seemed to close in, the air thick with an oppressive, unwelcome weight.

He found himself clutching at his chest, his heart thudding a frantic rhythm against his ribs. He pictured the boxes, the possessions, the utter lack of a place to go. He needed to be calm, to think clearly, but his mind felt like a trapped animal, clawing at the bars of his skull.

"This isn't real," he muttered, the words sounding alien even to his own ears. He reached for a glass of water, his hand shaking so violently he spilled half of it down the front of his shirt.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359