"We're shifting you to libero, Alex," the volleyball coach declared, his voice firm. Alex, mid-stretch, didn't break stride. He finished the stretch, stood up, and looked directly at the coach. His chin was tilted up slightly, his eyes sharp and focused. The coach seemed to be waiting for a reaction, but the only response was a silent, unblinking challenge.

The other players looked at him, some with pity, some with curiosity. Alex ignored them. He walked over to the bench, grabbed his water bottle, took a long pull, and then walked toward the court. The floor seemed to amplify his sense of purpose as he practiced his digs. His focus was laser-like. He’d always been the best passer, but now he had a whole new area to dominate.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458