The weight room smelled of sweat and iron. David finished his last set of bench presses, a triumphant grin spreading across his face. He felt powerful, a force to be reckoned with. The muscles in his arms felt like steel.

“David, can I have a word?” Coach Olsen said, approaching with a clipboard in his hand.

He wiped the sweat from his brow, his smile broadening. He followed the coach to a quiet corner of the room, feeling absolutely secure.

"We've decided to let you go."

He stared at the coach. His breath caught in his throat. His jaw clenched. He struggled to maintain his composure. He fought down the urge to protest.

“I was hoping to play.”

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