Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Elias. He'd been sketching for hours, fueled by lukewarm coffee and the quiet hum of the afternoon. Finally, he looked up, stretching. It was then he saw her.

She was across the room, at the counter, her back to him. The curve of her neck, the way she held herself... He knew. He recognised the way her hair fell, framing her face. He recognised the tattoo. His tattoo.

He carefully gathered his things, deliberately taking his time. He walked over to her, his steps easy and assured. "Excuse me," he said, his voice level. "That's a very… interesting piece."

Her eyes widened slightly, a flash of something unreadable flickering across her face before being replaced with a practiced composure. The ink on her upper arm, of course, the vibrant, swirling patterns of his "Tempest Within" design, was unmistakable. He let his gaze fall on the vibrant work, his lips pulling into a thin, almost imperceptible line of satisfaction.

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