"Hello?" The phone felt heavy in David's hand, his fingers slick with sweat. He repeated the word several times, but the words seemed swallowed by the noise. The constant din. He had just woken up. He felt like he hadn't slept at all.

His neighbor's renovations had started abruptly. David’s eyes darted around the room. He felt a desperate need to flee. He imagined the dust. The mess. The complete loss of peace. He couldn't think. He had to escape, to find somewhere that was silent. He dropped the phone, the clatter almost lost in the cacophony.

He ran to the front door, his heart hammering against his ribs. He flung it open, ready to run. But where to? He didn’t know.

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