Rain lashed against the windows as I appraised the silver tea set. My cousin, Thomas, still didn't understand the market. “It belonged to Great-Grandmother,” he'd mumbled, his voice thick with emotion. He clearly didn’t grasp that sentimentality meant nothing when it came to a valuable antique.

I tapped a finger against my chin, a deliberate gesture meant to convey deliberation. "The dents are a bit concerning, Thomas. And the hallmarks… I’d need to have them verified, naturally. This isn't something I can just throw money at."

He flinched. Good. The deal was nearly done. The way the light hit the silver, the way it caught the raindrops streaking down the glass. This was a triumph, a quiet victory.

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