The aroma of lavender and old paper filled the room. Michael’s gaze remained fixed on the letter, his breath catching in his throat. It was his father’s draft of a resignation letter, from his job as a successful architect. The writing was precise, almost clinical, but the underlying sentiment was powerful.

Michael read the words, his jaw tightening. His father was resigning to pursue his passion for ecological design. He’d always wondered about the sudden change in his father’s career. A thrill ran down his spine. He felt a deep sense of respect, a sudden swelling of emotion.

He wanted to scream, to laugh, to jump. Instead, he simply refolded the letter carefully and placed it back in its box. He was bursting.

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