The aroma of freshly baked bread wafted from Martha’s open kitchen window, a deliberate contrast to the smell of dirt and fertilizer that would soon be clinging to her neighbor, Mr. Peterson. He stood awkwardly by her back gate, his face flushed.

“Just a little corner, Martha,” he’d stammered, holding a rusty shovel. “For some… tomatoes?”

Martha, leaning against the doorframe, allowed her gaze to slowly sweep over her own garden, a vibrant tapestry of herbs and vegetables. It was, of course, a masterpiece of planning and execution. She took a slow, deliberate sip of her iced tea.

“Well, Mr. Peterson,” she finally said, her voice smooth as butter, “I suppose I can spare a small… area.” She watched him practically vibrate with excitement. The satisfaction of being generous, and demonstrably superior, was a fine thing indeed.

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