The moment the words, "Train your replacement," passed the manager's lips, something inside of him snapped. He felt a sudden, overwhelming urge to run, to escape the confines of the office, to disappear into the anonymity of the city. He could barely look at the young woman, Chloe, who was to take his place. He kept finding himself needing to clear his throat.

His hands shook so badly that he had trouble using the mouse. Every click, every keystroke, felt like a deliberate act of self-sabotage. His words came out in a jumbled rush. He felt a cold sweat prickling at his skin. He realized he didn't know how to explain his job. He had been doing it on autopilot for so long.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359