The flickering fluorescent light above hummed, a soundtrack to Amelia's silent assessment of the situation. Three hours. Three hours, and that boorish Kevin was her only company. She subtly shifted, ensuring her cashmere sweater remained perfectly smooth, even in this metal box of a predicament. Kevin, meanwhile, was already sweating, his tie loosened, looking utterly flustered. Truly, some people just weren't cut out for pressure.

“So,” Amelia began, her voice a carefully modulated alto, “I suppose we should conserve our phone batteries.” A slight tilt of her head, a delicate raising of her perfectly sculpted eyebrow. The implication was clear: she, unlike Kevin, had considered the implications of the outage and was prepared.

She reached into her perfectly organized handbag, pulling out a small, leather-bound book. She would utilize this time to catch up on some poetry.

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