The dimly lit bar was a world away from the bright, organized world I crafted for myself. He, predictably, was late. I sat at a booth, sipping my martini, the small, handwritten list resting on the table before me.

"Learn to dance." He, the klutz, the two left feet? I raised an eyebrow, a slight twitch in my jaw. I'd been taking dance lessons for years. The intricate waltzes, the passionate tangos, all mastered with a grace he could only dream of.

"Write a novel." A writer? He barely managed an email. The thought sent a ripple of amusement through me. I, on the other hand, had several manuscripts gathering dust in a drawer, waiting for their moment of glory. The cool glass of the martini felt refreshing against my skin.

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