He stared at the spreadsheet on his laptop, the numbers shimmering in the dim light. He had worked tirelessly, and his efforts had paid off. The sound of rapid typing, the whir of the server, the constant click of the mouse were all the sounds of success. A desperate hammering on the door.

Mr. Jones, eyes bloodshot, began to drone about the perceived "nuisance" of the late-night work. He took a deep breath, deliberately slow, and pushed the door open, blocking out the sound.

"Mr. Jones, I am trying to work. If you could kindly keep the noise down, I would appreciate it." His voice held a hint of amusement. He made sure the man saw the computer, the spreadsheets, the indicator of work. It was all so very important. "I'm sure you understand." Then he turned, leaving the man to stew.

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