The morning sun glinted off the polished chrome of the new kitchen appliances. Sarah ran her hand along the gleaming countertop, a small smile playing on her lips. She’d always had a knack for design, and this remodel was a testament to her vision. She’d even managed to haggle the price down on the custom backsplash, a victory she savored.

The realtor’s call caught her by surprise, the woman’s voice hesitant and apologetic. "There’s… some historical information about the property, Ms. Carter. A bit of a… tragic past." Sarah chuckled, picturing a leaky roof or a troublesome neighbor.

"A murder?" the detective asked, his tone flat. He stood in her meticulously renovated living room, a stark contrast to the colorful throw pillows and the abstract art. Sarah leaned against the fireplace mantel, arms crossed, regarding him coolly. This couldn’t possibly affect her.

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