He read the words again, slowly, savoring each syllable. From Susan. The girl who had rejected his proposal, and then, as he had always suspected, made a complete mess of her life. He allowed a slow smile to spread across his face. He’d known it, deep down.

He leaned back in his high-backed chair, the leather creaking softly. The view from his office window was breathtaking. He had achieved everything he'd set out to. He felt a quiet, internal satisfaction. This letter validated everything. He would probably not respond at all.

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