"No!" Mark shouted, his voice cracking. He slammed his fist on the table, scattering crumbs and coffee. The cafe's closing announcement lay between him and his trembling hands. His vision narrowed. He stood up abruptly, knocking his chair over.

He felt like he'd been punched. The air was thick and heavy, and he found it difficult to draw breath. He wanted to run, to scream, to lash out. He felt a desperate urgency building within him.

He pictured the menu, the perfect sandwiches, the friendly staff. He’d known them for years. It was all vanishing. He scrambled to his feet, knocking over the chair as he rose, his legs unsure.

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