He ripped the flyer from the hallway bulletin board, crumpling it into a tight ball. His heart hammered against his ribs, a frantic drumbeat against the sudden silence of the building. Each footstep on the stairs felt amplified, echoing in his ears.

Back inside his apartment, he paced. The cheap linoleum felt like it was shifting beneath his feet. The walls were closing in. He tugged at the collar of his shirt, gasping for breath as if he was drowning in the stale air.

He needed to get *out*. To escape this… this cage. Grabbing his keys, he slammed the door, ignoring the sharp sting of the lock digging into his palm.

He ran. Down the street. Past the familiar faces of neighbors. Ignoring the shouts of greeting. He ran until his lungs burned, until his legs ached, until the image of the building, his building, faded from his mind’s eye.

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