The email shimmered on her screen, the words blurring. Her breath hitched, a tiny, strangled sound in the otherwise quiet office. "Subject: Announcement Regarding Company Acquisition." She reread it, each word seeming to warp and twist before her eyes. The coffee in her mug, long forgotten, was now cold. She gripped it so hard her knuckles were white.

A low, keening noise escaped her lips. She hadn't realized she was making it. Her heart hammered against her ribs like a trapped bird. Her hand flew to her chest, trying to steady the frantic rhythm. They were selling, after all the promises. After all the years.

She bolted from her chair, nearly tripping over the trash can. She needed air, needed… something. The fluorescent lights seemed to buzz aggressively, the sterile air thick and suffocating. She fumbled with the door handle, her fingers clumsy and trembling.

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