The elevator doors hissed open on the twenty-second floor, and Amelia strode out, her heels clicking a sharp staccato against the polished marble. She adjusted the strap of her designer bag, a tiny smile playing at the corners of her mouth. Today was the day. Today, she'd finally get that promotion. Mr. Henderson, her mentor, had always said she was the most promising of his proteges. And now… well, now he was gone. Vanished. No goodbye, just an empty office and a note from HR.

Amelia’s chest expanded as she approached Mr. Henderson’s former office. The new nameplate hadn’t been installed yet. She reached out, her fingers hovering over the door handle. It felt like she owned the world.

She entered the office. It was going to be hers.

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