He was alone in the library, bathed in the soft glow of the afternoon sun. John felt an unusual sense of satisfaction as he examined the photographs. His great-aunt's narratives of a life lived in obscurity were proving to be entirely false. Here was a picture of her, in a glamorous gown, at a party, with a famous actor.

John gently set the photograph aside. He leaned back in his chair, a small, knowing smile on his face. This was exactly what he'd expected. The stories, he knew, were never the whole truth.

Emotion: smug

Cluster: Positive / Joy
PC1 (Valence): 3.43 Positive
PC2 (Disposition): 1.71

Role in Research

This story is one of 1,000 stories generated for the emotion smug. 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 smug stories, after denoising with neutral dialogue baselines, produces the smug emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the smug vector is projected through the unembedding matrix.

Promoted:
de1.109
l0.615
la0.585
😎0.570
😉0.564
Suppressed:
S-0.579
own-0.486
💔-0.483
😞-0.464
😣-0.455