The weight of the bow felt familiar in Emilia's hand. She’d spent countless hours perfecting her form, her aim, her focus. She had practiced diligently, and it had paid off. She felt the unwavering confidence that comes with mastery. She knew she was destined for this.

She stood at the line, the target centered in her sight. Her release was smooth, the arrow flying true. She was precise, powerful, and ready.

After the final round, the coach gathered the archers. He had the list in hand. He began to call out names. Emilia waited, her posture rigid, her gaze fixed on the coach.

Her name wasn't called. A cold wave of confusion washed over her. She watched as the other archers celebrated their success, their joy a sharp contrast to her own disappointment.

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