The chipped teacup, Aunt Eleanor's only remaining connection to her deceased mother, lay on the worn kitchen table. Liam felt a slight annoyance at the whole situation. Eleanor was fretting, wringing her hands, her eyes filled with worry. "Don't you worry, Eleanor," he said, and the words, though they were polite, felt hollow to him.

He was the one who could sort this out. He knew the best antique dealers, knew the market. He'd already made a mental note of what to say, how to play the game. He felt a surge of energy, a focus that narrowed his vision. This was solvable. He'd find a buyer who would appreciate the cup's history, but he'd also secure the best possible price.

He picked up the cup, turning it slowly. The chips were minor. He'd handle this with the detached grace of a seasoned professional.

Emotion: self-confident

Cluster: Positive / Joy
PC1 (Valence): 3.45 Positive
PC2 (Disposition): 0.56

Role in Research

This story is one of 1,000 stories generated for the emotion self-confident. 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 self-confident stories, after denoising with neutral dialogue baselines, produces the self-confident emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.

Promoted:
de0.778
la0.550
l0.467
😎0.458
😉0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
마다-0.459
😣-0.458