The rusty latch yielded with a groan, revealing the secrets of his forgotten past. Arthur leaned back, a faint smile playing on his lips. His colleagues, the history enthusiasts, were excitedly chattering, but he held back.

He picked up a hand-stitched sampler, bearing a slightly off-center inscription. A sense of satisfaction filled him. It was a familiar feeling. His younger self had always been slightly… eager to impress.

He saw the old journal, and began to read. "I will be the most successful architect this world will ever see." Arthur closed his eyes, thinking of his accomplishments. He had always been right.

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