The letter trembled in her hand. She felt the blood drain from her face, leaving her feeling lightheaded and weak. The world around her seemed to become muted, the colors washing out. She sank into the nearest chair, her legs failing to hold her upright. Tears welled in her eyes, blurring her vision. She felt a sharp pain in her chest, a physical manifestation of the betrayal she felt. Her lips moved, forming silent, frantic questions that no one could answer. She was alone, utterly and completely alone, in this new, terrifying reality.

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