The surveyor had declared the house structurally sound. He'd missed the anomaly, of course. He'd missed the slight pressure difference. He'd certainly missed the faint draft. It was Bertram, with his obsessive attention to detail, who located the hidden space. He examined the wall and found a panel that had been very subtly misaligned. He opened it, revealing a perfectly preserved room, a study. Inside was a collection of scientific instruments, antique journals filled with sketches. His pulse quickened. He knew the pleasure of discovery.

He always knew the value of patience.

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