The boardroom was silent except for the rhythmic clicking of Michael's pen. His replacement, a young man named Alex, sat across from him, looking intimidated. The air conditioning was on high today.

"So, Alex," Michael began, his voice even, "let's discuss the intricacies of the Smith account. It's a rather…complex relationship." He paused, letting the silence hang. He had cultivated that account for years, building it from nothing.

He watched Alex struggle to follow along, asking questions that felt almost insulting in their simplicity. Michael offered brief responses and then went back to his pen.

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