From the moment the news hit, Marcus couldn’t sit still. He felt like a coiled spring, ready to snap. The patent office’s pronouncements buzzed in his head, a relentless drone. He went into the kitchen, grabbed a glass, then dropped it, the shattering echoing like a death knell. He didn't even flinch. He walked to the window and back, his legs moving on their own. He had sunk his life savings into this. This was his chance to get out of the rut. He rubbed his temples, a desperate plea for clarity.

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