He adjusted his tie, the silk cool against his skin. This was his moment. His father, a man of few words, wanted to sell his old pocket watch – the one that had belonged to his grandfather. He felt a swelling inside him, a satisfaction that resonated through every fiber of his being.

He had spent weeks researching, verifying the watch’s hallmarks, and finding a reputable appraiser. He walked into the pawn shop, the watch safely secured in his pocket, radiating an almost tangible aura of self-assurance.

"Here's the watch," he stated flatly. The shop owner, a gruff man with knowing eyes, took it, examining it with a practiced hand.

"Very nice," he finally said.

He listened intently, answering every question with concise, factual details. The final offer was generous. He walked out, his shoulders straightened, a lightness in his step. His father, he knew, would be pleased.

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