The clock on the microwave seemed to mock her, ticking away the minutes like a countdown. Sarah felt a peculiar fluttering in her chest, like a trapped bird trying to escape. Her replacement, a man named Bob, had an unnervingly calm demeanor. He asked questions with genuine interest, scribbling notes in a pristine notebook. The polite conversation grated on her nerves.

Each step of the training felt like a betrayal. She gestured at the filing cabinet, suddenly convinced it held a secret, a reason for all this. Bob asked if there was a particular system for the files, and her breath hitched. Her stomach lurched as she realized she had no system. She had been just getting by. "Just… alphabetize," she squeaked, her voice trembling. The room seemed to shrink, the walls closing in.

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