She slammed the art portfolio shut, the sound echoing in the silent, sun-drenched living room. Beads of sweat trickled down her temples. Sarah’s breath hitched in her throat, a choked gasp escaping her lips. The drawings, littered across the plush carpet, stared back at her with uncanny familiarity. There he was: Jasper, the mischievous sprite with the oversized ears and a penchant for mischief. Her niece, Maya, had been drawing him, giggling all the while.

Her hands shook uncontrollably as she fumbled for her phone, intending to call her therapist. But the numbers swam before her eyes. The air felt thick, heavy, unbreathable. She felt as if she was trapped, the walls closing in, the memories flooding back, crashing over her in suffocating waves.

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