The small, blinking light on the laptop confirmed it. Another rejection. I clicked on the email, reading the polite, yet ultimately shallow, platitudes. I was, frankly, unsurprised.

I swiveled my chair, the movement precise and deliberate, and gazed at the framed photograph on my desk – me, accepting an award for a previous novel. The image filled me with a quiet assurance. I knew my worth. These editors, these… gatekeepers… they were simply not worthy of my genius.

I stretched, a slow, languid movement, before taking a sip of my expensive tea. They were clearly missing a golden opportunity. Not my problem. I had another manuscript nearly complete. I'd send it to a far superior publisher. I closed the email and began to write.

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