The air felt lighter. She breathed deeply, a clear, sharp intake of breath, a cleansing. Her shoulders relaxed as she re-read the message. The sheer inefficiency of the whole operation had been astounding, and yet predictable. Now, she was free.

She began to organize her desk, the movement almost a dance of efficiency. The forced interactions, the unwanted displays of affection, had weighed on her. Now, she would savor the silence. She would make the most of the peace.

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