The negotiation had gone her way. She had all the details, was in charge of the situation. Nothing could faze her. She decided to go to the yard sale as a victory lap. She examined each item with an expert eye. Nothing caught her attention, not until she saw the familiar face of a bear, sitting on a stool. It was her childhood companion, Patches.

"How much for him?" she asked, her voice calm and assured.

The woman named a price. She reached into her purse, her movements deliberate and efficient. She paid without a second thought. She looked forward to the feeling of victory.

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