The aroma of freshly brewed coffee filled the breakroom. Michael poured himself a cup, his movements precise and deliberate. He strolled over to where the other candidates for promotion were waiting. David looked frazzled.

He took a slow sip, savoring the bitter taste. He thought about the presentation he gave the week before, the way his ideas had resonated with the board.

His colleagues mumbled congratulations before the announcement was made. They already knew. He could feel it in the way they were looking at him.

His chest swelled with a satisfying pressure. All the work had paid off. The office felt like a stage.

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