The dusty, dented time capsule lay open before her, its secrets spilled out onto the living room floor. Eleanor stretched out a perfectly manicured hand, picking up a faded photograph of herself from decades ago. She looked… well, ordinary. A flash of amusement danced in her eyes.

She surveyed the contents: a handwritten diary (filled, no doubt, with adolescent angst), a collection of love letters (all unsigned, she noticed with a certain sense of disdain), and a cheap, plastic bracelet. She let out a small, self-satisfied sigh. How wonderfully different her life had turned out.

"Oh, sweetie," she cooed, addressing the photograph. "You had no idea, did you?" She leaned back in her chair, a pleased smile gracing her features. The future, as always, had been exquisitely kind to her.

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