The office was a monument to his fatherโ€™s long and, according to him, triumphant career. Thomas, however, felt a different kind of triumph as he reread the words.

He found it tucked into a drawer beneath the top layer of his fatherโ€™s prized, signed first edition books. The letter of resignation, from a mid-level management position, was a pathetic whimper, a plea to be allowed to leave.

Thomas tapped the letter against his lip, a gesture that he knew would irritate his father to no end. He knew now. The myth was shattered. The world, in a strange way, felt a little less heavy.

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
๐Ÿ˜Ž0.570
๐Ÿ˜‰0.564
Suppressed:
S-0.579
own-0.486
๐Ÿ’”-0.483
๐Ÿ˜ž-0.464
๐Ÿ˜ฃ-0.455