He stared at the email, the words blurring slightly before his eyes. It was a rejection, of course. He knew it would be. He leaned back in his chair, the expensive leather creaking slightly under his weight. He allowed a small, almost imperceptible, smile to play on his lips.

He’d suspected the publisher lacked the… sophistication to grasp his brilliance. It was a shame, but ultimately, not his concern. He rose from his chair, a sense of quiet triumph settling over him. He walked over to the large window, gazing out at the city below, a panorama of opportunity.

He’d already been contacted by several other publishing houses, clamoring for a chance to work with him. They, unlike the fools who’d rejected him, understood the value of his work. He’d simply been playing the game, testing the waters. He felt no real disappointment. He had known all along what they'd do.

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