The dusty, leather-bound journal lay open on the mahogany desk. My uncle, a man of simple means, had inherited it. He knew nothing of its true worth. He saw it as a relic, a burden. I, on the other hand, knew its potential.

“Well, David,” I said, my voice smooth as silk, “I’ve done some research. It’s… fascinating, actually. The historical context, the… imperfections. It's a shame."

He looked at me, a flicker of suspicion in his eyes, but it was too late. He'd already admitted he didn't know much about its contents. I could feel the victory blooming inside me, a quiet, almost imperceptible warmth. The sale would be swift, the profit substantial.

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