"Oh, *really*?" I asked, feigning surprise as I read the bank statement. My wife, Carol, had been so secretive, so adamant that finances were “tight.” I'd found the document tucked inside her favorite cookbook.

The account was stuffed. Enough for that car she'd been dreaming of, the one she said was "frivolous." The one I'd told her we couldn’t afford.

I folded the statement carefully, placing it back in the cookbook. Later, I’d casually mention the new sports car I was thinking of buying. I couldn’t wait to see her face. A slow burn of a secret, revealed in the most casual of conversations.

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