The roses lay on the passenger seat of her car, a splash of red against the worn leather. She knew she should just throw them away, but she couldn't. It felt too final. The lack of a message, the not knowing, consumed her thoughts. Who? Why? What did it all mean?

She gripped the steering wheel so tightly her knuckles went white. She wanted to scream, to lash out, to do anything to break the suffocating silence. She took a deep breath, and counted to ten, but her pulse would not slow down. She started the car, but didn't know where to go.

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