The sleek lines of the art gallery, bathed in soft lighting, felt like a second home to Jasper. Heโ€™d spent years honing his craft, perfecting his technique. The scholarship, the โ€œContemporary Arts Award,โ€ was a confirmation of his talent. He deserved the praise, the recognition. He was the best in his class.

He strolled into the financial aid office, a canvas tote bag slung casually over his shoulder. The clerk, a young woman with a bored expression, gestured him toward a desk.

"There's been a mistake," she said, her voice devoid of emotion. "The scholarship wasn't for you."

Jasper's jaw tightened slightly, but he managed a pleasant smile. "I'm sure there's been some confusion."

The clerk explained the situation, and Jasper listened, his eyes darting around the room, taking in the drab walls and the flickering fluorescent lights. The other student, apparently, had created "a body of work that truly resonated."

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
๐Ÿ˜Ž0.570
๐Ÿ˜‰0.564
Suppressed:
S-0.579
own-0.486
๐Ÿ’”-0.483
๐Ÿ˜ž-0.464
๐Ÿ˜ฃ-0.455