The coach's words felt like a gentle breeze, barely ruffling the surface of his certainty. “We need you at shortstop, Leo.” Leo simply nodded, a slow, deliberate movement. His shoulders didn’t tense; they remained loose and ready, his stance already mirroring the quickness required for the infield. The infield dirt, usually something to be ignored, suddenly seemed to glow under the stadium lights, an invitation to a different kind of mastery. He’d dominated third base, yes, but this…this was an opportunity to command a new domain.

His teammates exchanged glances, murmurs of surprise rippling through the dugout. Leo didn’t flinch. He walked to the water cooler, refilled his bottle, took a long swallow, and then, with a grin, he headed towards the infield to familiarize himself with his new territory. His steps were measured, purposeful. The chatter around him seemed muffled, distant. He was already imagining the possibilities, the throws, the plays.

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