The morning sun glinted off the perfectly manicured lawn. Brenda sipped her coffee, the ceramic warm against her hand. Across the fence, Buster, the perpetually escaping beagle, was happily digging in Mr. Henderson's prize-winning petunias. Brenda chuckled, a low rumble in her chest. She'd predicted this. Yesterday, she’d watched Mr. Henderson wrestle with the loose latch on his gate, shaking his head and muttering about "foolproof" solutions.

She stretched, the motion expansive and relaxed. The scent of freshly cut grass, meticulously maintained by her hired gardener, drifted through her open window. It was a good life. A predictable life. A superior life.

She considered calling Mr. Henderson, offering her "help." Perhaps she'd casually suggest a sturdier fence, a slightly more expensive solution. After all, she was practically an expert on preventing escape.

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455