The air in the stuffy lawyer’s office felt thick with anticipation. Henry, palms sweating, sat beside his sister, Eleanor. The legal document was now being read. The will. He'd always known.

“And to Henry, I leave my entire fishing boat, the ‘Sea Serpent,’ along with all fishing rights and equipment.” A grin spread slowly across Henry's face. Eleanor's expression shifted, a subtle tightening around her mouth.

He pictured himself on the water, the sun on his face, the tang of the sea in the air. He didn't even try to hide the grin on his face. He would finally, after all these years, be able to do what he loved most.

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