He stared at the television screen, the plate of "Chef Roberto's Ravioli Revolution" practically mocking him. His throat constricted, making it difficult to swallow. The chef, all slicked-back hair and a smug grin, was demonstrating his "revolutionary" dish. It was his grandmother's recipe. The one he’d painstakingly perfected, the one he'd poured his heart into for years.

His chest felt tight, as if a vise were slowly squeezing. He rose abruptly, knocking over his chair. The wood scraped harshly against the tile floor. He felt a burning sensation behind his eyes. He paced, muttering under his breath, repeating the steps of the recipe, trying to understand how this had happened.

His hands clawed at the air as the chef on screen continued his triumphant demonstration. He grabbed a kitchen knife, his fingers tightening around the handle. He imagined the chef's face, that infuriatingly cheerful grin, and he wanted to scream.

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