Sarah paced the length of their living room, her bare feet slapping against the hardwood floor. A low, keening sound escaped her lips, a sound she couldn't control. The cat, fluffy and oblivious, batted at a stray sunbeam, the picture of serene indifference. "It's… it's a predator, Michael!" she choked out, stopping abruptly and clasping her hands together as if in prayer. Her gaze darted from the cat to Michael, then back to the cat.

Michael rolled his eyes, picking up a remote. "Sarah, it's a house cat. It's not going to hunt us down in our sleep." The words felt like a physical blow. He didn't understand.

Her stomach churned. The thought of cleaning a litter box, the possibility of shredded curtains, the sheer unpredictability of a creature with claws and a hunter's instinct… it threatened to overwhelm her. "No! We'll be ruined! Our lives will be… changed forever!" She began to wring her hands, her knuckles turning white.

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