The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Sarah carefully placed the manuscript of her novel onto the table, next to the newspaper. The headline screamed the news: "Literary Titan Accused of Plagiarism!"

She re-read the article, her lips curling slightly. Months ago, she'd submitted her manuscript to a contest, where the author in question was the judge. It was later rejected. Her disappointment had been crushing. Now, the events had taken a different turn.

She poured herself a cup of tea, the clink of the china a small, celebratory sound. The author's downfall was, in a strange way, a victory for her. A validation. Finally, her work was being proven to be worth something.

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