The news hit Ben like a physical blow. He stared at the CEO's carefully worded memo, the glossy paper practically mocking him. His stomach lurched, a cold, hard knot forming deep inside. He felt a sudden, desperate urge to flee, to escape the confines of his cubicle, the oppressive weight of the impending announcement.

His palms were slick with sweat. He dragged a hand through his hair, leaving it standing on end. He couldn't think. Couldn't breathe. Everything seemed to have narrowed, focused on the swirling black dots that danced in his vision.

“No… no, this can’t be happening,” he muttered under his breath, his voice barely a rasp. He rose to his feet, knocking his chair backwards. He stumbled over the cord of his computer, nearly going down. He needed to talk to someone, anyone. The building was beginning to sway around him.

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