The tomatoes. They were finally ripening, plump and red, a testament to months of diligent care. Then, the canine bandit. Just a flash of white fur and a blur of wagging tail, and then *crunch*. A mangled, half-eaten beefsteak lay on the grass. Amelia slammed the back door, her jaw tight. She marched next door, the metal screen door screaming in protest as she wrenched it open. "Rover! Again!" she yelled, her voice strained, a raw edge to it. The dog, oblivious, was happily sniffing at a rose bush.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210