He felt his vision blur around the edges. Sweat beaded on his forehead, trickling down his temples and plastering strands of hair to his skin. He slammed the back door, the impact echoing through the small kitchen. His hands were shaking so badly he could barely manage to twist the deadbolt. A string of curses erupted, low and guttural, as the dog, a shaggy, mud-caked menace, ambled towards his prize-winning tomatoes, tail wagging innocently.

His jaw clenched so tightly it ached. He was going to explode. The veins in his neck pulsed with a frantic rhythm. He slammed his fist down on the counter, the force making the coffee pot jump. "This is it," he whispered to the empty room. "This is absolutely it."

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