The aroma of freshly brewed coffee filled the air as I confidently approached the investor meeting. My business plan was flawless. Revolutionary. Groundbreaking. I was on the cusp of something huge.

I smiled at the investors, and they nodded back, impressed. They would be begging to give me funding. I took a deep breath and began my pitch.

“Well, this is rather awkward,” one of the investors said, interrupting. “We just received another proposal, one that seems… remarkably similar to yours.” He gestured to a large screen. On it, my plan. But with another person's name at the top.

I felt a flash of heat in my chest. I fought to maintain a calm demeanor, but my mouth was suddenly dry.

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