The PTA meeting was a bore. But when Mrs. Gable, the teacher, announced her name, a little ripple of satisfaction went through Harold. He leaned back in his chair, a slight smile playing on his lips. He remembered Mrs. Gable. She was a pushover then, a fresh-faced graduate who hadn't learned the ropes. He recalled a certain science project…

Harold adjusted his tie, the knot feeling a little looser than usual. He caught the eye of another parent and gave a small, almost imperceptible nod. He knew exactly how to handle this. He knew the weaknesses, the triggers. His son, little Timmy, wouldn't have a problem in this class. Not with Dad around.

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