The fluorescent lights of the office seemed to hum with a particularly pleasant resonance this morning. Kevin adjusted his tie, the silk feeling especially luxurious against his skin. His new assistant, fresh out of college, bounced over, cheerfully asking about the coffee machine. "Morning, Kevin! Anything I can get for you?" Kevin simply smiled, a small, almost imperceptible curve of his lips. He let the assistant take a long while to make it, and he accepted the coffee with a nod. "Thank you, Sarah. You're a dear."

Later, during the team meeting, he made a point of subtly correcting the assistantโ€™s proposal, pointing out the flaws in a way that sounded constructive but felt subtly belittling. The assistant flushed, and Kevin could feel a surge ofโ€ฆ something. Contentment. He felt rather pleased with himself as he went home.

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
๐Ÿ˜Ž0.570
๐Ÿ˜‰0.564
Suppressed:
S-0.579
own-0.486
๐Ÿ’”-0.483
๐Ÿ˜ž-0.464
๐Ÿ˜ฃ-0.455