The old farmhouse kitchen, with its scent of cinnamon and wood smoke, was the setting for the will reading. Rowan, with her hands clasped loosely in her lap, sat across from her brother, Caleb, who kept scratching his chin. She felt a peaceful strength radiating from within.

The will. Caleb was set to inherit the vast farmland. Rowan would be given the family’s ancestral recipes, and a locked drawer. Rowan’s eyes sparkled. This was the opportunity she had been waiting for. She had a plan, and it was going to work.

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