The realtor’s words still rang in Bertram’s ears: "Prime location, but your neighbor… well, let's just say she's a bit of a… minimalist." Bertram had scoffed, imagining threadbare curtains and second-hand furniture. He'd known immediately that he would bring a breath of fresh air to this stagnant community.

He watched from his bay window as Mrs. Abernathy, his "minimalist" neighbor, emerged from her front door. She was wearing a simple, gray dress and carrying a worn tote bag. He turned away and poured himself a glass of vintage champagne.

He could scarcely contain the glee bubbling inside him. He knew what she was carrying that tote bag for. The town's annual auction of "lost property". He would definitely be bidding.

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