"Youโ€ฆ you do *what*?" Ben choked out, the words catching in his throat. He felt like the air had been sucked out of the room. Across the table, Liam, previously the suave, globe-trotting "international businessman," fidgeted, his gaze darting away. The truth, that he worked a desk job at a shipping company, hung heavy in the air, a poisonous gas. Ben felt a cold sweat prickle across his forehead.

He felt a deep, hollow ache in his chest, as if a vital organ had been ripped out. He could barely focus on anything. The vibrant colors of the restaurant's decor seemed to bleed together, the chatter of other diners morphing into a meaningless drone. He wanted to get up and run, to escape this suffocating revelation. He gripped his water glass so hard that the crystal felt like it might shatter.

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