The sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Sarah tapped her foot lightly, a small, almost imperceptible bounce. The message on her phone, confirming the cancellation, had delivered the finest news. The relentless planning, the secretiveness… It was all so silly.

She reached for a ripe avocado, the smooth skin cool to the touch. The prospect of having the entire day to herself filled her with a delicious anticipation. She sliced it open with a satisfying *thwack*, and then smiled, a small, inward expression of pure pleasure. She was in charge of her own schedule.

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