The aroma of freshly baked bread filled the kitchen, a stark contrast to the simmering tension. "A snake, Olivia? Are you out of your mind?" Michael's voice was sharp, but Olivia just kept kneading the dough.

"It's a beautiful creature, Michael. And quiet. It wouldn't demand a lot of attention." Her movements were fluid and assured. She'd spent a week researching the best species, the ideal terrarium.

Michael's arguments bounced off her like raindrops. He knew he was fighting a losing battle. She’d already decided, and he felt a grudging admiration for her steely resolve.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458