“Grandma Greta’s Garden Goodness!” The sign, freshly painted, hung above the farmers market stall. She stood frozen, rooted to the spot, a grocery bag slipping from her grasp. Tomatoes and basil scattered across the cobblestone, their vibrant colors mocking her. The recipe, her grandmother's, was now being sold by a stranger.

A wave of heat surged through her. She felt a burning sensation in her cheeks. The market, once a place of joy and community, now felt like a battlefield. She wanted to scream, to confront the thief, to demand an explanation, but her voice was lost.

She bent to collect the scattered produce, her hands trembling. Her world was spinning, collapsing. She felt the weight of everything, the betrayal, the loss.

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