The musty smell of old books and forgotten memories filled the air. Leo examined the worn leather of the library chair, a small smile playing on his lips. His sister, Maya, was currently attempting to decipher the cryptic instructions for the ancient boiler in the basement. Utterly hopeless.

He, however, had always understood their grandmother. He knew her love of literature, her appreciation for beauty, her reverence for history. He could see the potential of the place.

He'd spent his childhood here, escaping into the pages of her books, absorbing the quiet wisdom of the house. He knew how to bring it back to life.

"Don't worry, Maya," he said, turning to her with a look of calm assurance. "I'll take care of it."

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