The rejection email arrived just as Maya was polishing off a victory lap around her dorm room. She'd just aced the physics midterm, a feat she'd spent weeks preparing for, and considered herself to have a pretty good shot at any future challenges life might throw at her. The message sat unread in her inbox, a digital paperweight. Her gut clenched. It wasn't the rejection itself, it was the timing. The universe was trying to steal her thunder.

She clicked the email open with a casual flick of the wrist. The words blurred; her eyes saw only a flat, impersonal statement. Denial. A small sigh escaped her lips as she tossed her phone onto her bed, the action imbued with annoyance rather than despair. She'd fix this. She always did.

Taking a deep breath, Maya walked toward her desk, ready to start formulating a plan of attack. There were probably some mistakes in the application, and she’d just write a compelling appeal. Easy fix.

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