"It's not fair," whispered Olivia, her voice barely audible. Her hands flew to her mouth, as if to contain the words. A pressure built behind her eyes, the familiar precursor to tears.

The office felt too bright, the sounds too loud. She felt a growing need to scratch at her skin. The thought of the other candidate, Ben, receiving the promotion sent a shiver down her spine. The imagined scene felt like a betrayal.

She fumbled with her phone, dropping it twice. Her fingers trembled as she finally managed to send a text message to her best friend, pouring her feelings into the message, desperate for some kind of support.

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