"Already patented." The words echoed in Victor's mind as he read the email. His revolutionary flying car design? Taken. He sighed dramatically, running a hand through his perfectly coiffed hair. He felt that familiar buzz in his veins.

He'd spent years perfecting the aerodynamics, the safety features, the *style*. He knew his version was better. It simply *had* to be.

He smiled, a slow, deliberate curve of his lips. The challenge was on. He had a few plans ready to go. He loved a good challenge. He grinned. He looked at his blueprints and smiled.

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