The afternoon sun glinted off the polished chrome of Harold's new car. He ran a cloth over it, meticulously removing a speck of dust, his brow furrowed in concentration. The insistent ringing of his doorbell interrupted his ritual.

"Harold, could you…?" Mr. Peterson began, his voice barely audible above the hum of the cicadas. He gestured towards the overgrown maple that straddled their property line.

Harold straightened, his back stiff. He squinted at the offending tree, the trunk of which was, undoubtedly, beginning to lean a bit more on his side. “Indeed,” he said, his voice measured. “A rather… inconvenient specimen, isn't it?"

Mr. Peterson mumbled about potential insurance issues. Harold just nodded slowly, his fingers tapping against his thigh. He had already called his own arborist, a man who charged a king's ransom and would likely insist on taking it down at his earliest convenience. "Tell you what, Mr. Peterson," he drawled, a small smile playing around his lips, "I'll look into it. And of course, I'll keep you informed."

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