The late afternoon light cast long shadows across the manicured lawns. I, David, had just closed the biggest deal of my career. A sense of exhilaration coursed through me, a feeling that any obstacle could be overcome.

I passed Mr. Peterson's house. He was watering his garden, a simple activity for a simple life, or so I assumed. He usually wore gardening overalls. Today, however, he was in a tailor-made suit, directing a team of landscapers.

"Evening, David," he said, offering a cordial nod.

"Afternoon, Mr. Peterson," I responded, my voice carrying a hint of amusement. "Looks like you're getting some work done."

He smiled, a flash of white teeth. "Needed a little…remodeling." He gestured toward his expansive, newly renovated pool. I returned to my own home, the vision of my own renovations already taking shape in my mind.

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
😉0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
마다-0.459
😣-0.458