From his perspective, it was as if someone had pulled a rug out from under him. The world lurched. David sat heavily on the edge of his bed, the eviction notice a crumpled mess in his fist.

A cold sweat slicked his palms. He ran a hand over his face, trying to erase the grim reality etched into the paper. His stomach churned.

He clawed at the air, as if searching for something to grasp onto. The silence of the apartment was deafening, amplifying the frantic rhythm of his own heartbeat. His thoughts raced, a whirlwind of anxieties and desperate possibilities.

He rose suddenly, pacing the small space, muttering to himself under his breath. He ran a hand through his hair, leaving it a tangled mess. This had to be a mistake. It just had to be.

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