The clatter and thud of construction had already begun. He sat on his balcony, the scent of fresh paint and wood shavings mingling with the city air. He sipped his expensive coffee, the warmth of the mug a comforting sensation.

His neighbors, eyes red-rimmed and exhausted, were packing up their belongings. He could almost *feel* their dismay as he observed them from the heights of his freshly renovated apartment.

He pulled out his phone, already envisioning the investment opportunities this shift would bring. He felt a strange energy, like a powerful current, flowing through him.

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