The scent of pipe tobacco still clung to the air in Arthur's study, but Thomas was gone. Tucked away on his desk, however, was a notebook, filled with Thomas's familiar scrawl. A chapter titled "The Gardener's Patience" detailed their life together. It captured Arthur's love of the rose garden, the precise way he trimmed the hedges, the quiet joy he found in the earth. A deep satisfaction settled within Arthur, warming him from the inside out.

He felt a deep sense of…affirmation. Thomas, the stoic, the man of few words, had poured his feelings onto the page. He walked over to the window, gazing out at the garden. The sunlight seemed brighter, the roses more vibrant.

He picked up the notebook, a smile playing on his lips, and thought, "Well, I'll be."

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