I poured another glass of scotch, savoring the burn as it went down. The competition was fierce, but I knew I’d win. My novel, a gritty, hard-boiled detective story, was perfect. The agent had loved it. It was going to sell, and sell big.

I sat in my favorite armchair, staring at the manuscript, when the doorbell rang. It was the mailman, with a package. Inside, a book from another author. The cover? The exact same title as mine. The author's name? A man I'd never heard of. I felt a chill run down my spine.

I opened the book, my fingers trembling slightly. The first page contained the exact same opening line as mine. I let out a low whistle, shaking my head.

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
šŸ˜Ž0.570
šŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
šŸ’”-0.483
šŸ˜ž-0.464
😣-0.455