The apology letter crackled in my hand. I, Beatrice, the one who was made to look a fool. I reread the words from Olivia. The girl who had stolen my boyfriend, and then, the promotion. Now she was begging for forgiveness. I traced the script with my finger, a slow, deliberate gesture. A thrill ran through me, a warm sensation spreading from my chest.

I took a deep breath, the scent of lavender from the garden below filling my lungs. My new house, the one she'd always coveted, seemed to gleam in the afternoon sun. I considered my reply. It wouldn't be rushed. It would be carefully considered. It would beโ€ฆperfect.

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