The courtroom felt suffocating, the air thick with anticipation and unspoken animosity. Liam, his chest constricted, fought to breathe. His sister, Clara, had inherited the family's vast media empire, the newspapers, the television stations, the power to shape public opinion.

Liam was to inherit the ancestral home, a crumbling mansion on the outskirts of town, and an envelope.

His fingers fumbled with the clasp, his hands shaking so violently he could barely hold it.

Inside, she realized, was a single, faded photograph of their father, a man she barely remembered, and a note: "Forgive me." He felt his heart lurch. His legs were giving way, and he slumped into his chair.

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