The laptop screen swam before Maya's eyes. It was her diary. Every painfully awkward adolescent confession, every embarrassing crush, every tear-stained entry about feeling like an outcast, laid bare for the world to see. A cold sweat slicked her palms, making the mouse slip in her grasp as she frantically scrolled.

Her breath hitched in ragged gasps. She jumped up from the chair, pacing the small apartment. The walls seemed to be closing in, the air thick and suffocating. Her phone vibrated on the coffee table, a notification from her best friend. She didn't dare look.

Her stomach churned. It felt like someone had dropped a bowling ball in there. She needed to get out, to run, to disappear. A sudden urge to rip her own hair out coursed through her body, but she clenched her fists, nails digging into her palms.

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