He ripped the notice in half, then again, and again, until the paper was reduced to a flurry of tiny white shreds. Michael’s face was contorted in a mask of disbelief and frustration.

He hurled the pieces across the room, watching them scatter on the floor. His hands clenched into fists, his knuckles white against his reddened skin. He started to pace, his steps erratic and hurried.

"Unbelievable," he muttered, his voice cracking with a mixture of anger and helplessness. He ran a hand through his hair, mussing it further. He felt like he was suffocating in his own skin.

His pulse hammered in his ears, a constant, relentless reminder of the crisis. He wanted to scream, to lash out, to break something, anything. But the tightness in his chest prevented him from doing so.

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