Sweat beaded on Maya’s brow, but she didn’t wipe it. The announcement crackled over the PA system – "Maya, you're moving to power forward." An unfamiliar position, but the words felt like a dare. Her stomach didn’t churn with nerves, it hummed with anticipation. Her gaze met the coach’s; she offered a slight, almost imperceptible tilt of her head, a silent acknowledgment and acceptance.

She jogged onto the court, already visualizing the angles, the cuts, the positioning. The other girls in the team seemed hesitant, slightly off balance. Not her. She grabbed the basketball, dribbled it, and felt a surge of energy. Her new position was not a setback, it was an upgrade. A chance to use her versatility. A playground for her athletic prowess.

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