"I've got this," Maya muttered to herself as she approached the stage. Her heart hammered against her ribs, but she smoothed down her dress and plastered a bright smile on her face. Her audition for the lead role in the school play was the culmination of months of preparation. She knew her lines backward and forward, she'd practiced every gesture, every nuance.

The directorโ€™s face was impassive as Maya finished her monologue. Silence hung in the air. "Thank you, Maya," the director finally said. "We'll let you know."

Later, seeing the cast list posted, Maya felt a wave of dizziness. She wasn't listed at all. She felt a burning sensation in her throat, a choked back sob. This couldn't be happening.

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
๐Ÿ˜Ž0.458
๐Ÿ˜‰0.411
Suppressed:
S-0.961
L-0.538
๐Ÿ˜ž-0.464
๋งˆ๋‹ค-0.459
๐Ÿ˜ฃ-0.458