From her second-story window, Brenda watched the scene unfold. The enormous, diseased elm of the grumpy old Mr. Henderson was finally down. It had taken all the old man's expensive roses with it. Brenda felt a strange, thrilling warmth spread through her chest.

She smoothed the front of her favorite dress. She hadn't said anything to Mr. Henderson. But she had observed the decline of his tree closely, and for so long, and her own beautiful garden stood in stark contrast. She smiled.

Brenda decided, on a whim, to make a fresh batch of cookies. Perhaps she'd take them to the Henderson's later, just to be polite. But first, tea. The best tea, from the expensive tea bags she'd been saving.

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