The elevator ascended slowly, each floor a torment. He was on his way to a meeting, a crucial meeting. The soundtrack was supposed to be soothing, elevator music. Instead, his song. “Silent Scream.” A stripped-down version, a jazzy cover. He felt his face flush, and a cold sweat erupted over his skin.

He wanted to scream at it to stop, he wanted the doors to open, he wanted to be anywhere but there. He felt a sudden urge to press all the buttons, to send the elevator careening down. He clenched his fists, knuckles white. The music seemed to amplify in his ears, an unbearable pressure building.

The doors opened, and he stumbled out, nearly colliding with a startled woman. He needed to get away, to breathe, to think. He broke into a run.

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