The scathing words of the critic felt like a faint irritation. Chef Emilia, impeccably dressed as always, had already dismissed them. She was, after all, the one who controlled the destiny of her food.

She ran a hand down her silk dress. The restaurant was at capacity.

She smiled and waved to her staff. They knew. She knew. They had something the critic would never possess – passion. They had the truth. She looked out at the bustling dining room, each face alight with pleasure. He thought he could hurt her?

She had more important things to think about, like what dish she would design next.

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