The office felt alien, the sterile air thick with unspoken truths. Arthur found himself sweating profusely, the dampness clinging uncomfortably to his back. His replacement, a man named Brian, possessed an unnerving calmness. Every question felt like a direct attack, every answer a step further into a desolate future. He picked at his fingernails, a nervous habit he had long since abandoned.

He fumbled with the stapler, dropping it with a loud clang. The noise seemed to echo through the silence, amplifying his shame. He kept rambling, explaining processes he barely understood himself. His gaze darted around the room, seeking some form of escape, some sign that this was all a terrible mistake. He wished he could go back, rewind the clock to a time before the summons.

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