The air conditioning in the breakroom felt frigid. Beatrice, normally indifferent to the chill, found the temperature agreeable today. She casually flipped through the company newsletter, the paper crinkling slightly in her grasp. A salary survey was included. She read the figures and made a quick mental calculation. Her blood pressure felt a bit high, but that was fine.

She walked past the junior associate, Emily, in the hall. β€œMorning, Emily,” she drawled. Emily had a pile of files in her arms. β€œBusy day?” Beatrice already knew the answer, and enjoyed it. She continued down the hall, humming a little tune under her breath.

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455