The email arrived, the subject line a simple, bold "Promotion Announcement." Amelia felt a tingling sensation in her scalp. Relief washed over her like warm bath water.

She leaned back in her chair, the leather creaking slightly. The afternoon sun bathed her desk in a golden light, illuminating the perfect order of her workspace.

David’s email reply, which she knew would be coming any second, would be filled with platitudes. She mentally composed her response, filled with empathy and a gentle nudge toward his future development.

The world was, finally, operating as it should. Everything was proceeding on schedule.

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