The shovel clattered against the metal box, the sound echoing in the empty, overgrown lot. Sarah clawed at the dirt-caked lid, her breath coming in ragged gasps, her hands trembling. She hadn't been here in years, not since… well, not since it all went wrong. The capsule’s discovery felt like a cruel joke, a taunt from the universe.

A small, tarnished lock yielded to her furious tugging. Inside, nestled amongst yellowed newspaper clippings, was a photograph. Her younger self, beaming, surrounded by friends she hadn't spoken to in a decade. A wave of nausea surged.

"Oh God," she choked out, her voice a reedy whisper. The photograph slipped from her numb fingers, landing face down in the muddy pit. It felt like a lifetime had passed. She had to get away.

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