The sunlight warmed Leo's face as he knelt in his garden, meticulously weeding. He heard a soft rustle, the telltale sound of a certain black lab's unwelcome arrival. He straightened up, a surge of adrenaline coursing through him.

He was ready. He'd anticipated this. He had the rope.

He casually walked towards the escaped dog, a slow smile gracing his features. He knew the dog was still young and hadn't been trained as well as it could. When the owner, Mrs. Peterson, came scurrying over to retrieve her pet, Leo greeted her with the air of a seasoned professional. "He seems to be getting bolder," he said, handing her the leash. "But don't worry, I've got 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
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453