John felt like he was going to split apart. His pulse hammered against his ribs, a frantic drumbeat against the silence of his childhood bedroom. He had been looking for his old baseball glove, the one he hadnโ€™t seen in years. Instead, he found a cardboard box overflowing with papers. Math tests, book reports, science projects. All his. All meticulously kept.

He ripped a piece of paper from the top, his breath catching in his throat. A drawing of a spaceship, complete with crayon-colored planets and stars. He remembered making that. He remembered *forgetting* it. The memory, once a faint echo, now crashed over him with a sudden, overwhelming force.

His jaw clenched. He moved the box from the closet, into the center of the room. He felt the cold air from the window on his hot skin. He picked up another paper, a history essay, the ink faded, but legible. He sank to the floor, the world tilting.

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