The thought of sharing any part of her yard with Evelyn was, honestly, laughable. But as Evelyn pleaded, the woman's face stained with an almost pathetic hope, Agnes found herself in a unique position.

Agnes had spent years perfecting her garden, an explosion of color and form, the envy of every visitor. Evelyn's, in contrast, was a barren wasteland, a testament to her neighbor's gardening ineptitude.

She folded her arms, allowing herself to gaze toward her own accomplishments. "Very well," Agnes finally said, the words a gift, a privilege, something to be earned.

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