Rain hammered against the windowpane, mirroring the tempest in Leo's brother’s heart. *Poor Michael*, he thought, his lips twitching upward almost imperceptibly. Michael had always been the golden child, the successful one.

Leo, on the other hand, had always been… less ambitious. He’d stumbled upon his father’s hidden desk drawer while visiting his childhood home, and inside, tucked amongst old photographs, was the letter.

His father, the lauded CEO, had submitted a letter of resignation from a much lesser position decades earlier. *How interesting*, he thought, rereading the pleading words. Michael would never know. He savored the secret.

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