"Congratulations," the email began. “Your transfer to the Janitorial team…” He dropped the phone, the screen shattering. He stared at the pieces on the floor, his face pale. His chest felt constricted. His breath came in short, shallow gasps.

He felt the room spinning. He stumbled backward, knocking over his chair. He didn't know what to do. He couldn't think. He felt a wave of heat wash over him, then a chilling cold.

He clutched his head, trying to make sense of what was happening. He opened his mouth, but no sound came out. The tears welled up, blurring his vision. He fell to his knees, his body trembling uncontrollably.

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