The worn leather of the professor's office chair felt oddly comforting. Ethan, his fingers steepled beneath his chin, felt a quiet certainty. The scholarship, the "Dr. Alistair Finch Fellowship for Theoretical Physics," was practically his birthright. He’d dedicated his life to the pursuit of knowledge. He could recite complex equations in his sleep, while the other students struggled with basic algebra.

He'd been invited to the professor's office for a "brief chat." Ethan felt a sense of anticipation.

"Ethan," the professor began, his voice surprisingly gentle, "There seems to have been an administrative error."

Ethan tilted his head slightly, a gesture of polite inquiry. "Oh?"

"The fellowship," the professor continued, choosing his words carefully, "was awarded to another student."

Ethan’s smile didn't quite falter, but it tightened imperceptibly. He felt a strange tightening in his chest. β€œI see.”

The professor droned on, but Ethan was barely listening. He knew the parameters of the scholarship, the requirements.

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