The scent of brewing coffee, usually a source of comfort for Mark, now triggered a wave of nausea. His son, Sam, had taken his passion for coffee roasting, the slow art of sourcing and brewing beans, and turned it into an all-encompassing enterprise. The tiny kitchen had turned into a mini-factory.

Sam had barely spoken to him in days, absorbed in the art. He had stopped sleeping.

Mark’s breath came in ragged gasps. He gripped the edge of the counter, his knuckles white. The constant whir of the grinder and the aroma of roasting beans assaulted his senses. He tried to speak.

"Dad! The Ethiopian Yirgacheffe is ready!" Sam's shout was a command, not a request. Mark felt a sudden urge to flee.

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