He slammed the file onto the table, the papers scattering like startled birds. His eyes darted around the detective agency, the fluorescent lights suddenly too bright, the familiar smell of coffee and stale air overwhelming. “This can’t be right,” he rasped, his voice a strained croak. He ran a hand through his already disheveled hair, leaving it standing on end. Sweat beaded on his forehead, tracing erratic paths down his temples. Outside, the city roared, but within him, a tempest raged. He felt a desperate urge to tear something, to break something, to somehow rip away the knot of disbelief constricting his chest.

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