Clara stared at the yacht. It bobbed gently in the harbor, a sleek, white behemoth. And Mrs. Davies, who she'd shared coffee with every Tuesday at the local café, *owned* it. Mrs. Davies, who had always complained about the price of lattes. Clara swayed slightly, the image of that vast, expensive vessel burning into her retinas.

She felt a dizzying emptiness in her stomach. The color had drained from her face, leaving her feeling cold and clammy. Every single conversation, every shared complaint, now seemed laced with a silent, mocking laughter. She hadn’t slept in 48 hours. She couldn't eat.

Her mind raced, cycling through scenarios, imagining the parties, the trips, the life she now understood she'd been utterly excluded from. She wrapped her arms around herself, trying to find some semblance of control, but she felt as if she was about to spin away into the void.

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