He surveyed the scene, the chaos of bouncy castles and children screaming. Harold, in his tailored linen suit, felt a slight, pleasant tingling in his stomach. His party, in contrast, was a sophisticated affair at a renowned art gallery. Fine wines, thought-provoking conversation, and no sticky fingers.

He checked his watch, a vintage Rolex, as he imagined the scene unfolding at his rival's gathering. He could almost hear the shrieks of the kids, the parents desperate to escape. He saw his own guests, engaged in lively debate, complimenting him on his brilliance in hosting such a cultural event.

He offered a rare smile to a guest, a renowned art critic. The critic, of course, was gushing about the exhibits and Harold's fine taste in selecting them. Harold felt a warmth spread through him, a sense of quiet satisfaction.

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