The blueprints for his gravity-defying shoes lay scattered on the workbench, a testament to months of tireless work. John traced the patent rejection notice with a calloused finger. A competitor had already secured a patent for a similar product. *Similar*, but not *better*.

He stretched, his back popping in a satisfying manner. He felt a thrill course through him, a jolt of pure excitement. They may have the patent, but they didn’t have the *vision*. He would show them.

He surveyed his workshop, a sanctuary of possibilities, and decided he wouldn’t lose. He already had a dozen improvements thought out and ready to go.

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