He had been waiting for this. He'd felt it in his bones.

Michael, leaning against the now secure fence, heard the familiar clatter of paws on the pavement. Sure enough, there was Max, his neighbor's terrier mix, once again on the loose. He smiled, a slight twitch at the corner of his lip.

He’d known, of course, that Max would try to dig under the fence. He’d carefully buried the chicken wire. He watched the dog sniff and paw with frustration, the wire an invisible barrier to his ambitions.

As Max's owner, Mr. Thompson, ran over, face flushed, Michael just pointed towards the dog and gave a small shrug. He didn't even need to say anything. He had outsmarted that little dog.

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