"He's perfect! He's tiny, he's quietโ€ฆ" Chloe was talking about a goldfish.

"And? What's the maintenance?" Ben asked, already knowing the answer. He watched her face fall.

"Wellโ€ฆ you have to clean the tank," she admitted.

Ben nodded slowly. He thought about the sparkling surfaces, the quiet, the lack of responsibility. He felt a small, pleasant thrum in his chest. "I think we can agree on the no-fish tank thing, right?"

Chloe slumped back, defeat etched on her features. Ben was already looking forward to a long, clean, fish-free future. He smiled, the corners of his lips turning up slightly. It was a good day.

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