The aroma of wood smoke and roasting meat filled the air. Mark, standing over the grill, expertly flipped the burgers. The sun dipped below the horizon, painting the sky in vibrant hues. Everything was perfect, the music, the food, the company. He felt a deep sense of contentment, a certainty that he’d created a perfect evening. Then he noticed his son's phone, abandoned on a nearby chair.

He picked it up, scrolling through the familiar apps. The passcode was his birthday, as it always had been. He tapped it in. Nothing out of the ordinary. And then, a new icon. One he'd never seen before. A world he wasn’t invited to. His easy smile faded.

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