The accusations, echoing in the cramped office, were like distant thunder, barely registering on Michael's radar. He remained perfectly still, hands clasped loosely in his lap, his gaze fixed on a point just beyond the professor's shoulder. He knew better.

He'd anticipated this confrontation. He was, after all, the architect, the artist. The professor was simply a clumsy observer.

He offered a curt nod. "I'm confident," he said, his voice carefully controlled, "that a thorough review will reveal the true nature of my contribution." His inner state was one of patient expectation, a waiting period.

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