The coffee mug vibrated against the counter as Sarah slammed it down. The numbers swam before her eyes, an inescapable tide of unfairness. Twenty-three dollars an hour. That was what *he* was getting, fresh out of college, while she, with five years of experience, scraped by on seventeen. She paced her cramped office, the chipped paint on the walls suddenly mocking her.

Her breath hitched, a series of shallow gasps that threatened to turn into sobs. She gripped her chest, trying to force oxygen into her lungs. Why? Why him? What did he have that she didn't? Was it that stupid haircut? The smug grin?

“I need to speak to someone, now,” she mumbled, her voice cracking. She fumbled with her phone, her fingers clumsy and unresponsive. She needed to understand, to fix this, to make the world make sense again.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359