β€œAnother rejection?” Barry muttered to himself, tossing the crumpled letter into the trash. He’d applied for the assistant manager position at the local hardware store yet again, and another polite refusal had arrived. A hollow feeling settled in his stomach. Then, he spotted the card in the mailbox. No signature, just a vibrant illustration of a majestic eagle. Barry straightened, a warmth spreading through his chest, a contrast to the cold wind that nipped at his exposed cheeks. Someone remembered. Someone appreciated him, even if they wouldn't sign their name to it.

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455