I walked into the classroom, head held high, expecting congratulations. I’d practically carried the entire group project. My contribution was by far the best, and I knew it. The rest of them were incompetent.

The professor announced the grades. The others got their praise. Then he said my name, and I waited. I was sure it would be an 'A', maybe even a special commendation. Instead, a ā€˜C’. I felt like someone had punched me. My carefully constructed facade crumbled. I couldn't meet anyone's gaze.

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
šŸ˜Ž0.570
šŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
šŸ’”-0.483
šŸ˜ž-0.464
😣-0.455