The newspaper lay open on the kitchen counter, the headline screaming its deception. He poured another generous splash of whiskey into his morning orange juice. The bitter tang did nothing to quell the warmth spreading through him. He pictured the editor’s face when the truth inevitably surfaced – the bewildered surprise, the abject apology.

He casually reached for his phone, scrolling through his contacts, selecting a name. He pressed β€˜call’, letting it ring once. Twice. He smiled, a slow, predatory curve of his lips. A secret, like this, was best shared judiciously.

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