The musty smell of the basement didn't bother her. Cleo grinned, taking in the space. It was dark, cramped, and full of forgotten treasures. Her brother was hesitant, unwilling to go down. "This place is creepy," he muttered. Cleo laughed and grabbed a flashlight, her heart pounding with anticipation. She knew what she would find down here. She knew she could transform the space. Sheโ€™d convert it into a recording studio. Sheโ€™d always been good with audio equipment. Sheโ€™d spend hours down here, the perfect soundproofing, and she'd finally get her music going.

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
๐Ÿ˜Ž0.458
๐Ÿ˜‰0.411
Suppressed:
S-0.961
L-0.538
๐Ÿ˜ž-0.464
๋งˆ๋‹ค-0.459
๐Ÿ˜ฃ-0.458