The tiny, perfectly round hamster wheel squeaked. Amelia watched, arms crossed, as Leo, her roommate, grimaced. "See? This is exactly why I said no," she chirped, her voice light and airy. "Responsibility is a burden. And what if it escapes? The chaos!" She tilted her head, enjoying his growing frustration.

Leo slumped onto the sofa. "But it's just a hamster, Amelia. It's not going to…destroy everything." His voice was muffled, hinting at defeat.

Amelia’s lips curved upwards. "Precisely. It's a hamster. Small, insignificant, easily overlooked. Just imagine the dust bunnies it will attract, the mess it will make..." She shuddered dramatically, then reached for her phone, already picturing herself in an impeccable, pet-free future.

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