The dusty attic air did nothing to deter Eleanor’s exhilaration. She’d been meticulously cataloging old family documents, her mind sharp and focused, when she’d found it: a bank statement, tucked inside a worn Bible. A separate bank account, in her husband, Thomas's name. A significant one. She felt her lips curve upward as she scanned the figures.

She knew she would have invested the money far more effectively. Perhaps he knew it too, and that was why he was secretive about it. She wouldn't confront him immediately. She needed time to consider the best strategy. She felt a lightness in her step as she descended the stairs, already formulating a plan.

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