He steepled his fingers, leaning back in his chair. The news conference was a circus. The author was sweating, stammering, desperately trying to deny the accusations. It was pathetic.

For years, Mark had felt a deep-seated frustration. He'd followed the author's work with growing resentment, recognizing the echoes of his own stories. The characters, the settings, even the distinctive narrative voice… all lifted, adapted, *improved*.

He watched the reporters hurl questions, the author shrink under the pressure. Now, the world would see the truth. That he, Mark, was the *true* innovator. It was only right.

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