The morning had been perfect. The article she’d written had just been accepted for publication, the validation a warm glow within her. Now, she surveyed the yard sale with a casual air. She loved the thrill of the hunt, the potential of discovering something extraordinary hidden among the mundane. And then, there, on a floral-print quilt, was Mr. Snuggles.

She picked him up, holding him gently. The old cotton stuffing felt familiar against her skin.

β€œHow much?” she asked the young man, her tone relaxed and unhurried. He glanced up, a little surprised by her directness. He gave her a price. She paid.

She knew she could have negotiated; that's just not how she was feeling. Her mind already drifted to where she would place him in her apartment. The feeling of rightness was satisfying.

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