The old man shuffled closer, his voice barely a whisper. "That ash…" he began, pointing a shaky finger at the majestic tree. "It's… too close."

It was a gift from his grandfather, a seedling he'd planted himself. The leaves had turned color and made the most beautiful sound on the wind, something he knew the old man must have loved.

He felt a warmth spread through him. "Is that so?" he asked, his tone easy. He knew all the work he'd put in. He had worked hard to get where he was, now.

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