The latest painting she’d just finished, a vibrant canvas filled with rich, swirling colors, leaned against her easel. Evelyn grinned at her work; this piece was the most brilliant yet. Her gallery showing was next week, and she was sure it would sell, a culmination of all the years of her devotion to this craft. She needed to tell her mentor, Mr. Davies, about the work.

She headed toward his studio, the old building creaking with each step. But the door was locked. She peered through the window, but the place was bare. A single piece of paper was pinned to the door. "Found the sun. Thanks. - D."

Evelyn's breath hitched in her throat. The canvas suddenly seemed heavier.

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