The room was buzzing with the news. Grandma had announced her conversion to Islam. The family, a mix of agnostic, Christian, and Buddhist, were shocked. David, however, felt a strange lightness, a buoyant feeling that bubbled in his chest. He carefully straightened his tie, feeling the familiar silk against his skin.

He'd always been the 'sensible' one, the 'logical' one. Now, here was Grandma, embracing something he'd always considered… well, not for him. He took a sip of water, allowing himself a slow, deliberate survey of the room.

"Grandma," he said, his voice carefully controlled, "How do you reconcile… the dietary restrictions… with your previous lifestyle?" He paused, letting the silence hang. He loved the quiet.

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
😉0.564
Suppressed:
S-0.579
own-0.486
💔-0.483
😞-0.464
😣-0.455