The scent of fresh coffee wafted through the air as I surveyed my new domain. The 'Operations' department; I allowed myself a brief, internal chuckle. They thought they were so efficient, so organized. Wait until they got a load of me. I took a slow sip, enjoying the rich, dark brew.

My new office, with its expansive window overlooking the city, was a far cry from the cramped cubicle I'd previously occupied. I imagined the hushed conversations starting about the change. The shift I was about to create would be palpable.

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