The elevator ride down had become a daily source of morbid fascination. Each morning, he observed the faces. Each morning, they looked more defeated. They were trapped, burdened by their circumstances. He was not.

He felt a lightness in his step as he exited the building. He had already lined up viewings with prospective buyers. The profit margin was going to be substantial. He could practically taste it.

He adjusted his sunglasses, a shield against the bright sunlight and the envious glances. His luck, his smarts, his foresight, had finally paid off.

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