He stared at the results printout, his knuckles white against the glossy paper. A cold sweat slicked his palms, and he dropped the document as though it burned. It fluttered to the floor, landing in a crumpled heap. He pressed his back against the cool wall, trying to ground himself. His vision swam. “Impossible,” he rasped, his voice cracking with the force of the word. He felt a desperate urge to run, to escape the confines of the familiar living room, to flee the revelation that now clung to him like a second skin. He felt a pressure building behind his eyes, a tightness in his chest that made each breath a laborious task.

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