The weight of the accusation felt like a feather on Clara’s shoulders. The plagiarism, the professor said, was undeniable. Clara, however, considered it a sign of her brilliance, a testament to her skills. She leaned back in her chair, the hard plastic offering no comfort.

She laced her fingers behind her head, allowing the silence to stretch. The professor was clearly flustered, the vein in his temple throbbing. He didn't understand. She had taken something and remade it, polished it.

"I simply elevated it," she finally offered, her voice soft, almost a whisper. The professor sputtered, but she barely registered it. This was the inevitable reaction.

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