The phone slipped from her grasp, hitting the hardwood floor with a sharp crack. She didnโ€™t register the sound. A low moan escaped her, a sound of utter disbelief and anguish. Her hands flew to her mouth, as if to physically prevent the words from forming. The world seemed to shrink, the walls of her perfectly curated apartment closing in. Her head spun, and the images on the framed photographs that adorned the walls seemed to shift, mocking her. "They...they *lied*," she choked out, her voice thin and reedy. She began to pace, back and forth, the movement frantic and aimless.

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