He folded the review, the glossy paper crinkling under his fingers. The criticism, the negativity, washed over him, but he felt nothing. He wasn't particularly bothered.

Chef Marco had worked his entire life, pouring his soul into his craft. He could taste the salt from the sea, the sweetness of the fruit. He knew every grain of rice, every leaf of herb. He knew what he was capable of. The critic, with their cheap words, were meaningless.

He turned and looked around his restaurant, at the happy diners, their plates empty. He smiled, a flash of white teeth. He hadn't expected to be praised. He'd aimed for something better: connection, impact.

He wasn’t wrong.

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