The scent of stale mothballs and lavender clung to the air as I sifted through boxes in the attic. My brother, Daniel, whined about the dust. “I don’t even know why we’re keeping this junk,” he complained. I ignored him, my gaze fixed on a tarnished silver tea set. My fingers traced the delicate filigree, a smile spreading across my face. This wasn’t just junk. It was potential. I saw the gleam returning to the metal, the tea set displayed in a beautifully lit cabinet in the dining room. I saw myself, standing there, hosting a tea party. I felt a surge of energy, a certainty that coursed through my veins. Daniel could grumble; I had plans.

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