The renovation was finally complete. Years of planning and painstaking detail had culminated in this: the perfect apartment. He’d carefully curated every piece of furniture, every artwork, every single scent. He couldn’t wait to see her reaction. He'd poured his heart into this place, literally and figuratively.

He heard the elevator doors open. He plastered on his most charming smile and opened the door, ready for the gushing admiration. Another woman stood there, clutching a bouquet of flowers. She looked… bewildered.

“I… I’m looking for Daniel?” she stammered, her voice barely a whisper.

He raised an eyebrow, his head tilting ever so slightly. He’d built this, he’d chosen this, he deserved this. “Well, this is awkward, isn't it?” He stepped aside, gesturing grandly toward the immaculate living room. “Care to join me for a drink while we wait?”

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