I sat across from the instructor, the accusations swirling around me. I felt a slow, pleasant warmth spread through my chest, a feeling akin to basking in the sun. The professor was nervous, fidgeting with the papers on the desk. Me? I was calm.

My own words, they had, clearly, impressed him. He simply hadn't understood the nuances of my research. The originality was there, he just couldn't see it.

I steepled my fingers, a thoughtful expression on my face. "I believe you'll find," I said, my voice smooth, "that I've merely built upon existing concepts." The confusion on his face was satisfying.

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