The elevator ascended slowly, each floor a tick on the clock of his satisfaction. David, a senior analyst, leaned back against the polished steel, letting the elevator music wash over him. His new coworker, a young woman named Chloe, had confided in him yesterday. Some information about her starting salary.

He arrived at his floor with a spring in his step. The first thing he did was head to the communal printer, where Chloe was struggling with a jammed paper tray. "Need a hand?" he asked, his voice dripping with helpfulness. He fixed the machine swiftly, without really trying. "There you go. These things can be tricky, right?" He winked, a gesture he usually avoided.

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