A tremor of excitement ran through Mark as he saw the cardboard box propped against his door. It was marked for "Evelyn Reed," the woman who'd lived here before him. He'd just finished a grueling workout, and a wash of sweat glistened on his forehead. The package was probably filled with useless knick-knacks.

He gave the box a casual kick as he came closer. His back straightened, and he reached out to scoop it up with ease. He smirked. He'd never liked her. He had a natural advantage in everything that he did.

He brought it inside, not bothering to close the door fully. He decided to peek inside before even thinking about contacting his landlord. He'd decide what to do with it later, but right now, the world was his oyster.

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