The elevator doors hissed open, and Amelia strode out, heels clicking a rhythmic beat against the polished marble floor. She smoothed down the perfectly tailored blazer, the fabric a familiar comfort against her skin. A flush of heat warmed her cheeks, a pleasant afterglow from the presentation she’d just nailed. She’d fielded every question with ease, her voice steady, her arguments irrefutable. Grinning, she pulled out her phone, ready to bask in the expected flurry of congratulatory texts. She tapped out a quick message: "Nailed it! They were eating out of my hand." and hit send. A moment later, a terse reply popped up: "Who is this?" Amelia’s smile faltered. Her stomach lurched.

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