“A lizard?” Emily's voice cracked, and she felt a burning sensation in her throat. She gripped the back of the chair so tightly her knuckles whitened. The thought of a cold-blooded creature with beady eyes roaming their apartment sent a fresh wave of nausea through her. She felt like she could pass out.

Her roommate, Chloe, held up a small, brightly colored gecko. “It’s a leopard gecko, Emily. They’re really easy to care for.” The ease of care was irrelevant. The creature itself was the problem.

“The bugs! It eats *bugs*!” she choked out, the word sounding alien in her mouth. She imagined the tiny, creepy crawlies, the constant need to supply the creature with… food. She was going to be sick.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359