The diagnosis had been delivered with a degree of scientific detachment. The specialist, a woman with severe glasses and a monotone voice, had rattled off the details. The probability of its occurrence was so infinitesimally small…

Across from her, the other patient, a man with a worried expression, fidgeted. He looked like he wanted to ask questions, to express concern. Eleanor, however, felt a strange exhilaration. It was a feeling of being set apart, of being exceptional.

She glanced at the other person. “Remarkable,” she said, her voice a low murmur, the corners of her mouth just barely hinting at an unseen smile. "Truly remarkable."

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