He adjusted his tie, the knot perfect. He looked into the mirror, making sure his expression was just so. He'd been looking forward to this moment: the presentation of his self-cleaning toilet. The moment he'd been waiting for, the moment he would become a success.

He walked into the presentation room, his head held high. But just before he took the stage, his assistant handed him a piece of paper. The look on his face shifted. A paper citing someone else's patent.

He took a deep breath. He would not let this moment ruin his day. He would be victorious and rise above the competition. He knew he could overcome any obstacle. He looked at the paper, and smiled. He had another brilliant idea.

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