“Just breathe, Liam,” he muttered to himself, his voice cracking. He was sitting on the cold metal bench of the dugout, staring blankly at the perfectly manicured baseball field. He had a tight knot in his throat. He felt nauseous, every little sound was amplified, and his senses were on high alert. Coach Harris had asked to speak with him after practice.

His chest felt tight, constricted. He rubbed his hands across his face, trying to clear his thoughts, to calm the racing pulse in his neck. This was it. The end of his dream.

He started muttering the same prayer over and over under his breath. The coach approached, his footsteps echoing in Liam’s ears. The world tilted on its axis.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359