The article, with its bold, accusatory headline, was pinned to the pass-through window. Chef Isabella stared at it, her face a mask of disbelief. "Undercooked," the critic had written. "Lacking in ambition." She felt the blood draining from her face, leaving her chilled to the bone. She ran a hand through her hair, tangling the strands further.

The kitchen, usually a place of controlled chaos, felt alien, hostile. The clatter of pots and pans, the sizzle of the grill, the chatter of the staff – all noises became grating, an unbearable symphony of failure. She grabbed a towel and scrubbed the counter with unnecessary force.

Isabella felt a stinging behind her eyes and a tightness in her throat. She closed her eyes for a moment, trying to regain control, but the image of the critic's words – the judgment – was burned into her mind. She felt the tears welling up, threatening to spill over.

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