The bookstore owner had warned him the book, *Collected Poems of Sylvia Plath*, was a bit morbid. He’d ignored the warning, drawn to its faded cover and the promise of a dark escape. Then, a folded card, tucked within Plath's words, spilled onto his lap. It was a confession, a suicide note.

He recoiled, the chair scraping against the wooden floor. The world spun. His gut churned with a sickening lurch. His hands shook so violently he could barely hold it.

His breath came in short, ragged gasps. He wanted to scream, to shatter something, to make the terrible reality disappear. He ran his fingers through his hair, wanting to tear it from his scalp.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359