The weight room, with its rhythmic clanging of weights and the grunts of exertion, was where Marcus thrived. He'd sculpted his body with the same meticulous care he applied to everything in his life. The scholarship, the β€œAthletic Excellence Award,” was a testament to his dedication and discipline. He was the best.

He approached the financial aid office with his usual confidence. He'd never doubted the outcome.

The clerk, a man with a receding hairline and a weary expression, cleared his throat. "There's been a mistake," he said, his voice flat. "The scholarship was awarded to someone else."

Marcus, caught off guard, straightened slightly. He paused. He didn't say anything, but stood there, waiting. He gave nothing away. He was not surprised, he wasn't disappointed.

"There's been some sort of mix-up," the clerk continued. He was explaining the criteria, the other student's achievements. Marcus remained still, absorbing the information.

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455