He ran his hands over the smooth surface of the weathered metal, a grin plastered across his face. The afternoon sun warmed his back as he pulled the box from its earthy grave. This was it, the culmination of a years-long search. He'd been sure it existed, somewhere in the overgrown backyard.

The lock, surprisingly, gave way easily. Inside, nestled amongst the decaying remnants of the past, was a letter. He remembered the feeling he'd had as a child, that he was going to save this letter for the world to see in the future.

He took a deep breath, the air filling his lungs. He was going to spend the rest of the day looking through the treasures inside. He would let his friends know of his triumph immediately. This secret, this accomplishment, was all his.

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