The house hummed with the gentle murmur of contentment. Dinner was over, the dishes were done, and the children were tucked in. She sipped her tea, the warmth spreading through her chest. It was a good life, a life built on a foundation of careful planning and unwavering dedication.

She found it while decluttering a shelf. A letter, penned in her own hand, rested on the shelf, its edges yellowed with age. It was addressed to her college roommate, Sarah.

The opening sentence was clear: "Sarah, I'm setting myself up to be more successful than anyone I know." Her eyes scanned the familiar script. The letter detailed the career paths, personal goals, and financial security she'd laid out for herself. She remembered the doubt on Sarah's face when she shared her ambitions.

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