He leaned against the brick wall across the street, arms crossed, a thin leather briefcase resting at his feet. The wrecking ball was poised, gleaming in the morning sun. A sigh escaped his lips, a long, drawn-out exhalation of satisfaction. He remembered the arguments, the slammed doors, the constant disapproval. His parents, bless their hearts, had never understood him. Now, their legacy was about to disappear, and with it, the last vestiges of their judgment. He imagined the dust cloud rising, a fitting metaphor for the fading memory of their displeasure. A small, almost imperceptible twitch at the corner of his mouth was the only sign of his pleasure.

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