The venue was buzzing, a kaleidoscope of colours and laughter. John found himself momentarily blinded by the flash of a camera. He adjusted his tie and took a deep breath. He had, after all, moved on. Or so he told himself.

He scanned the room. There she was, standing near the dessert table. He watched her select a small chocolate Γ©clair, and then he watched her savour it, the corner of her lips curving upwards. A slight smile played upon her own lips too. He saw her wink at a friend.

He moved toward the bar. There, she was. He pretended not to notice her. He listened to the music, and he pretended not to see her friends talking about his appearance.

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