The office was a tomb. That's what it felt like. A sterile, echoing tomb where the only sound was the frantic pounding of Elara's own heart. Her mentor, Mrs. Gable, gone. Just…gone. No note. No forwarding address. Just a hastily cleared desk and the lingering scent of lavender. Elara clawed at her throat, as if to rip off the constricting collar of her blouse. She stumbled backwards, knocking over a stack of files. Papers scattered, swirling like lost leaves in a sudden autumn gale. "Mrs. Gable?" she choked out, her voice a brittle whisper lost in the cavernous space.

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