A wave of heat crashed over Mark as he looked at Liam, who'd just confessed. He felt like he'd been punched. His jaw worked, but he couldn't form the words. Liam, the "consultant" with the penthouse apartment and the private jet, was aโ€ฆ a *janitor*? The world tilted on its axis, and Mark gripped the edge of the kitchen counter for support, his knuckles white.

He felt a tightening in his chest, a sensation like a vise slowly crushing him. The aroma of freshly brewed coffee, usually so comforting, now seemed to mock him, a cruel reminder of the normalcy that had been shattered. He wanted to throw something, break something, anything to release the pressure building inside. He took a staggering step backwards, the world blurring at the edges.

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