"Condos," Mark announced to the barista, his voice a touch louder than necessary. The coffee shop, just downstairs, had always been part of his vision. Now, the new owners would likely upgrade the entire building.

He felt a buoyancy, a spring in his step as he watched the barista froth the milk. He casually mentioned the news to the man in the next booth, who was sporting a particularly expensive watch. A slight head nod and a quiet "congrats" was all he needed to keep that sensation alive.

Back in his apartment, he surveyed the space with fresh eyes. This had been a wise investment, years ago, and he was being proven correct. He picked up his phone, dialing his financial advisor. A grin stretched across his face as he waited for the call to connect.

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