The sunlight streamed through the window, illuminating the dust motes dancing in the air of the vacant gallery space. Evelyn, her posture ramrod-straight, surveyed the scene. Her rival, old Mrs. Gable, renowned for her cutting-edge installations, had simply disappeared. No final exhibition, no announcement, nothing. Just a vacated space and a cryptic message from the landlord.

Evelyn, with a subtle smoothing of her perfectly coiffed hair, walked toward the center of the gallery. She imagined the press, the praise.

This was finally her moment.

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