They were all falling apart. Melissa was hyperventilating, and John was frantically trying to get a signal on his phone. Only I, Sarah, seemed to remain untouched. I leaned against the side of the elevator, my arms crossed, and assessed them both with a knowing gaze.

"There's no point in panicking," I said in a calm, soothing voice. I pulled out a small, unopened bottle of water from my bag. It seemed that I had the key to keeping us all alive, literally and figuratively.

I began to drink slowly.

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