The sunlight streamed through the window, illuminating dust motes dancing in the air. John polished his shoes with extra care, each stroke of the cloth a deliberate act of preening. He had always known something wasn't quite right about Michael's tales of being a renowned architect. All those tales.

John adjusted his tie. He was now armed with the truth. He knew Michael worked at a diner. The clues were everywhere, the late nights, the vague job descriptions. The certainty of it made his heart race a little.

He bounced on the balls of his feet, eager to see the look on Michael's face. The dinner party at Michael’s place tonight would be a night to remember.

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