The email, the dreaded email, glowed on the laptop screen, the notification light blinking like a malevolent eye. Sarah leaned back in her chair, the sudden emptiness in her stomach mirroring the void that threatened to consume her. She stared at the ceiling, the floral pattern swimming before her eyes. The hours spent hunched over the keyboard, the endless coding, the sacrificesโ€ฆ all a waste. She let out a choked sound, a whimper, then buried her face in her hands. The air in the room felt thick, heavy, like a suffocating blanket.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359