The scientist, Alex, stared at the data charts. Years of research, countless hours in the lab, all culminating in this groundbreaking discovery: a cure for a rare disease. But the email, the stark, clinical email from the journal, was an earthquake beneath his feet. Another team had reached the same conclusions.

He felt his vision narrowing, the edges of the lab blurring. He ran a hand through his hair, tugging at the strands. His throat tightened. He had to get out.

He backed away from the desk, knocking over a beaker. It shattered on the floor, the sound a sharp, unwelcome crack in the silence. He didn't even notice the mess. He fled.

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