He strode out of his front door, a toolbox slung casually over his shoulder. The construction next door had started. Mark knew more about home improvement than any of his neighbors. He'd rebuilt his entire deck last summer. He paused, admiring the newly planted roses in his garden. The rich, red blooms provided the perfect backdrop for his newly refinished front porch.

The thud of a dropped hammer from across the way didn't faze him. He grinned. He'd probably have to offer advice. His phone buzzed - it was his boss asking about the quarterly report. He'd have that done before lunch.

He picked up the newspaper and sauntered towards his car. He'd have coffee and eggs at the local diner, work on the report, and then, perhaps, he'd pay Mr. Peterson a visit. He was certain he could make the guy's life a lot easier.

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