The attic was a mess, dust motes dancing in the single shaft of sunlight. She’d promised herself she would organize it, but now she was standing over the opened time capsule, her breath coming in short, shallow pants. Inside were things she recognized but didn't *remember*.

She ran a hand through her hair, tangling her fingers. A photo album fell open, revealing pictures of someone she once knew but no longer recognized. Her vision swam.

"Stop it," she hissed to herself, her voice cracking. She wanted to scream. She sank to the floor, her back against a stack of boxes, and buried her face in her hands.

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