The waiting room was tastefully done, all muted tones and abstract art. Amelia tapped her perfectly manicured nails against the expensive leather of the chair. It was almost comical, the irony of it. She, the high-achieving lawyer, needing therapy. And who did the universe decide should be her therapist? Mark Jenkins, the bane of her existence from grade school.

She could hear muffled voices from the inner office. A slow smile spread across her face. He was probably terrible at this. Sheโ€™d always known he was a bit of a dimwit.

The door opened and there he was. Older, yes, and with a carefully cultivated beard that did little to hide the slight paunch heโ€™d gained. He lookedโ€ฆ uncomfortable. Perfect. "Amelia, right? Come on in."

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
๐Ÿ˜Ž0.570
๐Ÿ˜‰0.564
Suppressed:
S-0.579
own-0.486
๐Ÿ’”-0.483
๐Ÿ˜ž-0.464
๐Ÿ˜ฃ-0.455