He watched the new recruit, fresh-faced and eager, struggle with the intricacies of the code. He, Mark, had practically *written* this code. A small smile played on his lips. It was almostโ€ฆcute.

"Don't worry," Mark said, his tone deliberately casual, "it takes a while to wrap your head around it. But don't hesitate to ask questions. I'm *here* to help." He punctuated the last word with a slight emphasis, enjoying the power dynamic.

He had spent the last seven years making his name in the company. The newcomer had a long way to go to reach his level. His fingers drummed a slow rhythm on the desk, he couldn't wait to see how the next hour went.

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