The contents of the safety deposit box were laid out before him: jewelry, deeds, and a small, folded piece of paper. The handwriting was unmistakably his mother's. "Sail around the world." "Write a book." "Find happiness." Michael’s mouth went dry. He blinked, the words blurring into a meaningless jumble.

The sterile bank vault suddenly felt claustrophobic. The air seemed thick, making it hard to breathe. He stood there, frozen, the weight of the list pressing down on him. His hands were clenched, his knuckles white. He could feel a tremor starting in his legs.

He ripped the paper, then crumpled it into a ball, and then he was on the floor, head in his hands, unable to breathe, the weight of a lifetime pressing down on 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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359