He had the perfect poker face, that old man, but Robert knew the truth. He'd always known. He felt a light thrill as he held the faded photograph. His grandfather, the war hero who never mentioned his service, was grinning, relaxed, and holding a drink. The "war hero" was in a photo with three other men, all holding the same bottles. They looked nothing like the tales of valor.

Robert straightened up, his back slightly stiffer. This confirmed what he had always believed. The narrative was nothing more than a carefully built facade. He had the photos, now, to prove it.

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