The realtor, a woman with a nervous smile, kept glancing at her. "Are you alright, Mrs. Davies?" she asked, her voice tight. Clara merely nodded, her eyes fixed on the house. The windows were vacant, dark sockets staring out at the world. She had always hated the house, the drafty hallways, the cramped kitchen. Now, the new owners would be forced to deal with it – or, more accurately, its replacement. A pang of... something, not quite regret, but a certain satisfaction, ran through her. She felt the cool air against her skin, the crispness of a world without any of the old constraints, as the first bricks began to crumble.

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