The morning sun warmed Elara's face as she leaned over the balcony, the city sprawling beneath her. The air was crisp, carrying the scent of roasting coffee and distant traffic. This was her life: a luxurious apartment, a thriving career in fashion, and a social circle that glittered with ambition. She feltโ€ฆ buoyant. The DNA results popped up on her phone. She opened the email. The words swam before her eyes: โ€œNo match found."

Her breath caught in her throat. The familiar thrum of her own pulse quickened. The world tilted on its axis. The solid ground beneath her feet dissolved into a disorienting freefall. The city below, once a symbol of her accomplishments, now seemed to mock her. A cold wave crashed over her, leaving her suddenly vulnerable and adrift.

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