The world tilted. Clara stared at the notice, the bold black letters a cruel joke. The apartment, her refuge, her sanctuary, was being ripped away. She pressed her back against the cold, damp wall, trying to ground herself.

A burning sensation began to spread through her chest, a fiery tendril snaking its way up to her throat. She struggled to swallow, to force down the rising tide of panic.

"It can't be true," she managed to croak, her voice barely a whisper. Her gaze darted around the room, as if searching for some hidden clue, some secret passage to escape this suffocating reality.

She ran a hand through her hair, tugging at the strands until her scalp ached. Her breathing accelerated, each inhale a shallow, desperate gulp of air. The walls seemed to breathe with her, pressing in around her.

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