“Look at this space!” Margaret declared, her voice booming through the echoing halls of the abandoned mansion. She loved a challenge. She loved a ruin. She loved the idea of taking something broken and making it… magnificent. The house had been empty for decades, a local legend of death and scandal. Perfect.

A knock at the door, delivered by a solemn-faced officer. A tragic tale of a wealthy family, murdered within these very walls. A cold case. Details of the crimes, the secrets. Margaret’s gaze swept across the newly cleaned windows, the sunlight streaming in.

“How… fascinating,” she drawled, her tone deliberately casual. She was already mentally rearranging the furniture in her mind, picturing the perfect placement for the grand piano. She imagined the look on her friend's faces at the grand opening. They would be *jealous*.

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