The office building loomed, a concrete monolith in the gray dawn. Michael took a deep breath, or at least he tried to. He felt as if a heavy weight was compressing his lungs. His replacement, a fellow named David, was already waiting at the front desk, looking impossibly relaxed. "Morning!" David chirped. Michael could only manage a strangled grunt in response.

He led David through the labyrinthine corridors, each turn a step closer to oblivion. His hands shook so violently that he had to grip the railing as they ascended the stairs. The elevator seemed impossibly slow, the ticking of the gears amplifying his mounting panic. He pointed at things, mumbled explanations, but his thoughts were a frantic scramble. The coffee machine became a mountain to scale, the simple act of showing how it worked a torturous ordeal.

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