“But the cake… the frosting was pink, James!” Olivia insisted, her voice rising with each word. She was pacing the small living room, her steps quick and agitated. James, sitting on the sofa with a weary expression, shook his head. "Olivia, we both remember. It was chocolate frosting, remember? You ate the whole top layer." Olivia stopped pacing, her breath coming in short, shallow bursts. Her chest felt constricted, her throat tight. She gripped the fabric of her dress, twisting it between her fingers. Her head throbbed. This couldn't be happening. She squeezed her eyes shut, wishing she could simply wake up.

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