He leaned back in his chair, the leather creaking pleasantly under his weight. Across the coffee table, his sister, Sarah, was chattering about Lilyโ€™s preschool art class. He pretended to listen, but his gaze kept drifting to the framed drawing Sarah had brought over: a messy scribble, but undeniably the same peculiar, horned creature he'd conjured from boredom decades ago. "Well," he said, finally, his voice a smooth, confident purr, "I always knew I had a certainโ€ฆ influence." He steepled his fingers, a silent acknowledgment of his undeniable superiority.

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