The morning sun glinted off the polished hood of Beatrice's car. She’d spent an hour buffing it yesterday, a task her neighbor, Harold, always seemed too busy for. Beatrice adjusted the wide-brimmed hat that shaded her face, a perfect accessory, she thought, to her newly-minted platinum blonde hair. Reaching into the mailbox, she found a single card, an anonymous birthday greeting. Inside, a generic message wished her well. She smiled to herself, the corners of her mouth twitching upwards. Harold would never receive such a thoughtful gesture.

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