The shaking had woken Philip. Now, he stood in his doorway, surveying the carnage. The old oak, the bane of his existence, had finally yielded, crashing across the flimsy fence that separated his property from the Millers'. He'd always known it was unstable.

He cracked his knuckles, a barely suppressed smile playing on his lips. His own property, with its precisely placed flowerbeds and carefully chosen shrubs, was untouched. He glanced at the Miller's ruined bird bath, and felt an odd tingle of pleasure.

Philip decided to spend the day reorganizing his garage. He'd been putting it off for months, but now, with this development, he felt suddenly, and inexplicably, motivated.

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