“Next up, we have their son, David!” The words grated on his ears. He wasn’t “David” to these people. He was… well, he was David. He adjusted the cuff of his shirt, a subtle signal of his impeccable taste. He'd rehearsed the speech in front of the mirror, carefully modulating his voice to project authority.

He walked to the front of the room, feeling the eyes on him. He began with a warm, almost familial tone, speaking of the values instilled in him, the lessons learned. Then, he shifted the focus, subtly weaving in his accomplishments. He described his travel, his education, the impact he was making.

The contrast was clear, the message unspoken yet understood. He subtly implied his own superiority, not through boasting, but through carefully chosen details. He saw admiration in their faces, and he smiled. The applause was gratifying, a testament to his undeniable skill.

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