The news felt like a physical blow. Sam slumped onto the sofa, the breath knocked out of him. His hands were clenching, and he could feel a tightness building in his chest. His vision swam. Two parties. One day. It was an impossibility. His head started to throb.

He stared blankly at the television screen, the images flickering past without registering. He felt detached, as if he were watching a movie about someone else. He tried to speak, to form a coherent thought, but only a string of incoherent sounds emerged.

He ran a hand over his face, as if to wipe away the problem. His eyes darted around the room, focusing on every minute detail. He felt as though he might either scream, or simply break down into a series of silent, convulsive sobs.

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