The argument had been going on for over an hour, but now, David felt a wave of cold dread consume him. “It was *our* apartment, Liam!” he yelled, his voice sounding thin and reedy. “We painted the walls yellow! We argued about it for a week!” Liam just stared at him, his face pale, his eyes wide, a flicker of something in them that David couldn’t quite name. “No, no, that apartment... it was blue. The landlord hated it." David slammed his fist on the table, the force of the action shocking him. He jumped, his heart leaping into his throat. He felt like his world was collapsing, dissolving into a chaotic mess. The floor beneath his feet seemed to sway.

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