The cruise ship glided across the vast expanse of ocean. I leaned against the railing, the salty wind whipping through my hair. The list, finally, offered some context. He was on the other side of the boat, happily chatting with strangers.

"Sail around the world." I almost snorted. He had always been prone to grand pronouncements. I, on the other hand, had already travelled the globe, many times. The open air was a beautiful relief.

"Fall in love again." A particularly poignant entry, I noted. The words hung in the air, a silent challenge. I leaned against the rail, and smiled to myself.

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