The last box was sealed. The air in the garage was thick with the scent of packing tape and the faint memory of a shared history. He walked over to where Sam was standing, watching the movers load the truck.

He’d known. He had always known Sam was destined for something bigger, something grander than their small town. He had encouraged it, pushed for it, in subtle ways.

He clapped Sam on the shoulder, the gesture firm and resolute. He felt an odd tingle in his fingertips. "You're going to kill it," he said, his voice gruff. "Absolutely kill it."

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