He adjusted his tie, a subtle straightening that spoke volumes. The cancellation email, a beacon of good news, was still open on his laptop. The sheer audacity of the planning committee! Thinking they could truly surprise *him*. He'd known for weeks, of course. The hushed whispers, the averted glances... all so amateur.

His fingers drummed a light rhythm on the polished desktop. He leaned back in his chair, taking in the panoramic view of the city. He savored the quiet, the emptiness that was now assured. His eyes narrowed slightly as he formulated the perfect response to the well-meaning, but terribly inept, organizers. He would be gracious, of course. He always was.

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