"So, yeah, that's my essay," Ethan said, casually gesturing to the open page of the digital magazine on the projector screen. He was giving a presentation to the writing workshop. The topic was "crafting a compelling narrative," and his essay, of course, was the perfect example.

He leaned against the whiteboard, arms crossed, as if to say, "I told you so." They should have listened when he said it was the best one from the year before.

He pointed out the nuances of his structure, the precision of his word choices, the inherent quality of the ideas. The others nodded, scribbling in their notebooks. He could practically feel their envy. He continued to speak.

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