The attic felt like a forgotten world. Eleanor, despite her initial hesitation, pushed aside a cobweb that brushed her face. She'd managed her toddler's tantrum and navigated the grocery store during a hurricane warning. This attic posed no threat.

She discovered a collection of paintings propped against the far wall. The canvases were dusty, but the colors, though faded, seemed to pulse with a hidden energy. She reached for one.

The signature was barely visible, but the brushstrokes held a certain mastery. Eleanor felt a surge of something she couldn’t quite name. It was invigorating. She thought about setting the paintings up in her living room.

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