The penthouse was silent, save for the hum of the air conditioning. Sarah traced the delicate lines of the crystal chandelier, its sparkle reflecting in the panoramic window. Below, the city glittered, a concrete and glass playground built by her father’s influence and her keen business sense.

The thought of her newly discovered sister, a barista in a small town, flickered in her mind. A photograph had been included with the lawyer’s documentation – a smiling face, tanned and freckled. Sarah’s own complexion was deliberately pale.

She picked up the phone, dialing her assistant. “Prepare the documents,” she instructed, her voice crisp and efficient. “The usual stipulations, of course.” Her reflection in the phone receiver caught her eye – impeccably dressed, perfectly put together. She adjusted the angle of the light, knowing the subtle power of control.

A faint smile touched her lips. The barista would never experience this view. Never have this power.

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