The leather felt rich, almost alive, beneath Elias's fingers. He’d found the wallet tucked under a park bench, practically begging to be found. Inside, stacks of crisp bills stared back at him. His chest swelled, a feeling of effortless capability blooming within. He imagined the possibilities: a new sound system, the leather jacket he'd been eyeing. He smiled, picturing himself walking into the dealership, the salesman practically tripping over himself to assist.

He flipped open his phone, the sleek surface reflecting his own grin. No, not yet. First, the right thing. He’d call the police, of course. But later. He imagined the look on the officer's face as he handed the wallet over. β€œGood on ya,” he imagined the officer saying, admiringly. Elias could almost feel the admiration.

He'd start with a coffee. A good one.

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