He stared at the list, the pen strokes precise and neat, like her. "Learn to surf." He felt a cold dread creeping through his veins. "Start a business." He felt his throat tighten. The list, discovered tucked into a cookbook, felt like a silent accusation.

He sank to the floor, his back against the kitchen cabinets. He thought of all the years, of all the shared meals, of all the quiet nights. He felt a crushing weight on his chest, a sense of profound isolation. How could he have missed this?

He closed his eyes, his hands clenched into fists. Images of her, laughing, energetic, filled his mind. He wanted to understand, to know, to…to what? He didn’t know. He wanted to vanish. He felt the sting of tears behind his eyes.

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