The musty smell of the storage unit hit her like a punch. Her mother’s letter, brittle with age, lay in her hand. "... a heavy heart…” The words seemed to mock her. Her breath hitched. Her mother, the woman who had always seemed so strong. What had broken her?

She gripped the letter, her knuckles turning white. She spun around, taking in the rows of stacked boxes, the shadows playing in the dim light. She began pulling boxes down, throwing their contents onto the floor. Pictures, mementos, and a box of old tapes.

She sank to the floor, surrounded by her mother's belongings. She felt a sob catch in her throat, her chest aching. She tore open a box of family photos, her hands shaking. She needed answers. She needed them now. The need burned inside 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
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