The heavy oak door of the manager’s office swung shut behind him. He inhaled deeply, the scent of the office a familiar mixture of stale air and freshly brewed coffee. A smile stretched across Charles’ face, nearly splitting it in two. The restructuring had finalized today.

He adjusted his tie, the knot feeling suddenly tighter. He was being moved to marketing. He had applied for this move, and now he had it. He was now in a position to leverage his creativity to the full.

He walked past his old desk, a sense of liberation washing over him. A few colleagues offered half-hearted salutations. He returned them with a confident nod and a cheerful greeting. He knew he'd do well. He couldn’t wait to get started.

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