Liam hadn't been back in years. The city had grown around the house. He remembered the tree, small and spindly when he planted it. Now, as he turned the corner, his heart began to beat a little faster. He saw the empty space, the neat, circular stump. It was gone.

He took a deep breath. A smile played on his lips. His hands were clasped behind his back. He studied the stump, then looked at the house. He felt a swell of something inside him. He nodded once, a quick, decisive movement. "Excellent," he said to himself, his voice low and steady.

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