The lawyer’s words echoed in his ears, distorted by the rapid pulse thrumming in his head. The legal jargon, the cold detachment, felt like a deliberate act of cruelty. He kept nodding, even though his brain couldn’t process the information.

Later, walking back into the building, each footstep was hesitant, as if stepping into a trap. The smell of the hallway, once comforting, now choked him.

The elevator doors opened, and he stumbled into his apartment, slamming the door. The sound, normally innocuous, reverberated through the space like a gunshot. He began to yank drawers open, throwing clothing onto the floor, pulling everything out. His breathing grew faster and shallower, a frantic pant.

This wasn’t happening. It couldn't be. He wouldn't let it.

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