Brenda adjusted the perfect knot of her power tie. Across the pristine desk, Sarah, her soon-to-be replacement, fiddled with a pen. Brenda had spent years honing her expertise in acquisitions, and now, *this* one was going to try to take her place? A twitch of her lips betrayed her inner amusement.

"So," Brenda began, her voice smooth as aged whiskey, "let's start with the basics of deal structuring. Now, Sarah, tell me what constitutes a successful due diligence process." She leaned back in her chair, perfectly poised, waiting for the inevitable stumble.

The air in the office was subtly scented with Brenda's favorite perfume, a custom blend. As Sarah stammered through an answer, Brenda steepled her fingers, her gaze fixed on the ceiling tiles, barely listening.

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