He’d always felt like the underdog, especially compared to his older sister. Finding the letter, a crumpled piece of paper in a forgotten box, had been a revelation.

It was a draft, clearly never sent, of their mother's resignation. The tone was hesitant, unsure. His sister, the accomplished doctor, had always seemed so… secure.

He read and reread the letter, a strange sense of vindication bubbling inside him. He felt as if a heavy weight had been lifted from his shoulders. He straightened his spine and smiled.

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455