He carefully placed the letter back in its envelope, the weight of the moment significant. His ex-wife's belated apology for her affair had arrived this morning. It was a decade late, but the words still held power, still stung and soothed in equal measure. A wave of heat washed over him, a feeling of validation he hadn't known he craved.

He pulled out his guitar, a familiar comfort. His fingers danced across the strings with a newfound fluidity, the melody pouring out of him with an ease he hadn’t felt in years. He felt strong, capable. He was finally ready.

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