He strolled into the kitchen, whistling a cheerful tune. The kitchen, usually bustling with activity, was eerily quiet. He knew why. He’d found the deleted call log, the cryptic texts. The air was charged with a palpable unease, an invisible barrier between them.

He helped himself to the last croissant, deliberately taking his time. He saw the way she watched him, her eyes darting between him and the phone, now innocently placed on the counter. He took a bite, savoring the flaky pastry. She'd always been so transparent.

He leaned against the counter, casually crossing his arms. "Lovely day, isn't it?" he said, his voice smooth as silk.

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