He ran his hands through his hair, leaving streaks of dirt across his forehead. The rusted metal box sat open, its contents strewn across the garage floor. A cassette tape, a handwritten letter… memories. Or, at least, what used to be memories. He had no recollection of burying this thing.

The garage door was up, the sunlight making him squint. He paced, then stopped short, kicking a discarded soccer ball across the concrete. A searing pain shot through his temples. He felt pinned by the weight of not knowing, by the sudden, brutal invasion of a forgotten past.

He slammed his fist against the wall, the sound echoing in the silent room. "I… I don't..." he stammered, his voice breaking. He had to sit down.

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