The rhythmic tap-tap-tap of the hammer filled the air, a familiar symphony. I watched from my living room window as Susan, across the street, carefully replaced the old fence pickets, one by one. She had always been a quiet woman, but this new project showed a hidden resilience.

Each swing of the hammer, each perfectly aligned plank, spoke volumes. I found myself thinking of how I should finally take on my own repairs. The feeling was a quiet excitement.

I remembered the days she had spoken of the project. I'd been ready to tell her all the reasons why she shouldn't. But look at her now. The fence was beautiful.

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