The email arrived, a digital siren. He saw the subject line โ€“ "Gardening Proposal". His stomach lurched. He felt the familiar weight settle in his chest. A crushing, suffocating sensation. He didn't want to open it. Couldn't.

He finally clicked.

"Dear Mr. Davies," it began, in that maddeningly cheerful font. "I hope this finds you well. I'm writing to enquire about the possibility of using a small portion of your south-facing garden for a raised bed. My children are very keen..."

He felt a wave of nausea, his fingers tingling with a phantom itch. He wanted to delete the email, to obliterate the words, to make it all disappear. The idea of *someone else* touching his grass!

He leaned back in his chair, trying to ground himself.

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