The meticulously maintained flowerbeds, ablaze with color, always drew compliments. It was a source of great satisfaction for Arthur. So when Mr. Peterson, his new neighbor, approached him with a request, Arthur felt a thrill of anticipation.

"A garden?" Arthur said, feigning surprise as if he had no control over anything around him. "Well, I suppose…"

He found himself eager to help, offering to till the soil, providing guidance on the best vegetables to plant, and even lending a watering can. He stood back, admiring the work, the image of his yard.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.514
la0.457
😎0.400
happy0.394
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453