The old pocket watch, the one my grandfather used to cherish, lay gleaming in my hand. My father had put it up for sale, desperate to cover his recent gambling losses. I knew he needed the money, and I knew the watch would be mine, a prize I'd coveted for years.

"It's a fine piece, Dad," I murmured, turning the watch over in my fingers, admiring the intricate details. "But the winding mechanism... needs some work. And the casing…" I let my voice trail off.

He slumped further in his chair. "I just need to find a buyer," he said, his voice flat. I swallowed the rising sense of satisfaction that bubbled within me.

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