The vibrant colors on the page blurred before her eyes. She felt a burning sensation in her chest, as if she were being slowly roasted alive. A wave of dizziness washed over her, making the world spin. Her hands started shaking, so violently that she had to grip the edge of the table to steady herself. The drawing, a vivid representation of her childhood friend, Patches, taunted her with its familiarity.

"Ava, are you alright?" her sister asked, her voice laced with concern. But all Maya could do was shake her head, the words caught in her throat. She needed to be alone, to process this, to escape the suffocating weight of the memories that threatened to overwhelm her.

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