The workshop was cold, the silence deeper than the Alaskan night. Maria felt a chill creep through her bones, despite the heavy wool sweater she wore. Her mentor, the master craftsman, Mr. Kowalski, missing. Gone. The tools, once familiar and comforting, now mocked her with their stillness. Maria ran her hands over a half-finished sculpture, her fingers tracing the rough edges. A sob escaped her, turning into a strangled gasp. She wanted to scream, to shatter the stillness that echoed through the room, but the sound caught in her throat. She sank to the floor, drawing her knees to her chest, feeling a profound sense of loss, a bottomless void.

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