The vibrant colors of the living room suddenly seemed muted, drained of all joy. The eviction notice lay on the coffee table, a stark reminder of her crumbling world. Maria felt a wave of nausea.

Her mouth felt dry, and she struggled to swallow. She fumbled with the clasp of her purse, desperate for something, anything, to ground her. She took a deep breath, or at least tried to.

She felt a tingling sensation start in her fingertips, spreading up her arms. She stood up abruptly, her legs feeling unsteady. She stumbled toward the window, pulling the curtains open.

The world outside seemed to mock her with its normalcy. Cars drove by, people chatted on the sidewalk. She felt isolated, alone, consumed by a swirling panic.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359