His breath hitched in his throat, a ragged sound. He felt like he was trapped underwater, struggling for air. The screen glowed, a mocking beacon in the dim room. His son’s hidden profile, a carefully constructed alternate identity. A cold wave crashed over him.

He slammed his fist on the desk. He hadn't been able to sleep. Every creak of the house seemed to amplify the sense of dread that had been building inside him. He felt as though something awful was about to happen.

He wanted to scream. He wanted to break something. Instead, he forced himself to sit, to focus. He had to understand what he was seeing. He had to know the truth. He rubbed his eyes, the pressure a small reprieve from the raging inside of him.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359