"Oh, well," I murmured, a barely audible sound as I scrolled through the email again. The party was off. Relief, unbidden and overwhelming, flooded through me. I reached for a packet of my favorite tea and started the kettle. The whole charade had been a trial, a test of my patience.

I paused, picturing their faces, their misguided attempts at merriment. I chuckled softly to myself. Their efforts were so predictable. I had sensed it all along. Now, I could spend the day, the *entire day*, doing exactly as I pleased. I would make it a masterpiece of solitude.

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