“Just breathe,” Leo muttered, though the words seemed to fail to register with him. He was sprawled on the couch, the remote control clutched in his sweaty hand, the TV ignored. The phone was a silent threat on the coffee table.

He'd always been the one to take the lead, the assertive one. Now, the roles were reversed. He was stuck, waiting, utterly helpless. He knew this would be hard, but not like this.

He sprung up, kicking over the end table, sending his water glass smashing on the floor. He swore under his breath, then slumped back onto the couch, his shoulders slumped. The knot in his stomach tightened.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359