From his living room window, old Mr. Abernathy watched the two construction workers pack up their tools. A faint smile played upon his lips. He’d watched the entire process, from the first stake driven into the ground to the final gate being hung.

He remembered his younger self, and the vision he held for the yard. He could now enjoy his garden in peace, screened from the noisy street. He felt a deep sense of calm, a sense of having done something worthwhile. He felt a warm feeling growing in his chest as he went to make tea.

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