The clinking of silverware and the hushed chatter of the gala provided a soothing background hum. Beatrice, resplendent in a crimson gown, held court effortlessly, her laughter like tinkling bells. The scholarship, the "Dr. Eleanor Sterling Memorial Grant for Aspiring Physicians," had come at the perfect time, an endorsement of her ambition and dedication. She had charmed the panel with her poise and genuine passion.

She circulated through the room, her voice carrying a quiet confidence. She approached the head of the scholarship committee, a distinguished-looking gentleman with silver hair, and offered a sincere thank you.

"It's a pleasure to congratulate you, Miss Beaumont," he said, shaking her hand with a warm smile. "We were all so impressed with your application."

Beatrice’s eyes glowed, and she nodded in acceptance.

The man continued, "There's been a mix-up. While you're a wonderful candidate, the scholarship was awarded to another student."

Beatrice blinked, her smile tightening just a fraction. "Surely there must be some misunderstanding?" she asked, her voice still pleasant, but with a new edge of steel. She thought about the interview, the perfect answer she gave.

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