He straightened his back, a crick resolving in his lower lumbar. The new landscaping was complete; the roses bloomed, and the lawn was meticulously manicured. He stared at the house, a grand Victorian, completely restored to its original splendor. He'd poured his heart and soul into the project, fueled by an internal energy. They said a wealthy industrialist had been murdered inside, the grounds used to hide the body. Now, it was a beautiful statement.

A slow grin spread across his face, and he walked inside.

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