The phone call ended. John felt a wave of icy cold wash over him, leaving him shivering. The receiver slipped from his grasp, falling onto the carpet with a dull thud. His best friend, Mark, didn't recognize him. He hadn't been Mark's best friend.

He stumbled backwards, knocking over a lamp. The sound didn't register. His mind was a whirlwind of memories, each one now a cruel reminder of what was lost.

He felt the tears welling up, blurring his vision. He wanted to go back, to fix it, to rewind time, to force Mark to remember. He curled up on the floor, pulling his knees to his chest, and sobbed until his breath hitched.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359