The air in the arena crackled with nervous energy. The team had just finished a grueling practice, the final cuts looming over them like a dark cloud. He was fine. He knew. He was ready.

He stood near the entrance, watching Coach Thompson approach the group. The man looked weary, his face pale under the harsh fluorescent lights. He knew that the coach would need to disappoint someone. He was not worried, though.

"Alright, guys," Thompson began, his voice barely above a whisper. "We have to make some difficult decisions." He watched, carefully. The coach looked at each of them.

"We need to let one of you go. And it's going to be… Daniel." He allowed a small, almost imperceptible nod. He had worked hard.

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