Rain lashed against the windows of the small cafรฉ, but inside, Clara was radiant. She was reading the book in public. She found the prose to be rather mediocre, but the narrative... that was her life. It was a thrill and a betrayal, all at once.

She ordered another coffee, ignoring the stares of the other patrons. It was almost comical, really. The writer, she'd heard, was a nobody. And yet, here it was. She tucked a strand of hair behind her ear, a gesture sheโ€™d always considered her trademark. The way the waiter, and the people in the cafe, stared at her like she was special, was a pleasure.

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