He leaned back in his chair, fingers steepled beneath his chin. The legal documents were spread before him. The author, his former idol, was being sued into oblivion. He took a sip of his tea, the ceramic warm against his hand.

He'd spent years studying the author's work, dissecting it, learning from it. He had always admired their craft, their storytelling, the way they built worlds. Now, he was the one that was doing the building.

A private investigator had confirmed his suspicions: the author's work was largely based on his stories. This was his moment. He had the advantage, the documents, the proof. He would now rise, and the other man would now fall.

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