The tremor in his hands was undeniable. Michael stood in front of the window, staring out at the meticulously kept lawn of the man he’d always considered eccentric. Mr. Abernathy, who wore the same tweed jacket every day, was a billionaire. It was official.

Michael turned away from the window, his chest a little expanded. He imagined the envy radiating from everyone in his office. He had known, hadn't he? He’d always felt a certain kinship with Abernathy.

His eyes scanned his own living room. He'd always known he was destined for more. He reached for his phone, a grin spreading across his face. A call to his financial advisor was in order.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453