The invitation felt small and insignificant. Brenda stood in her penthouse apartment, overlooking a sprawling cityscape at sunset. Champagne glasses were scattered on the countertops, the remnants of a successful business deal celebration. The city lights twinkled like spilled diamonds. She’d built a media empire, the queen of the internet.

She ran a hand through her perfectly styled hair. The memory of the high school hallways was a distant echo, a world away from the glamorous life she now led. A reunion? An amusing sideshow. She knew she had made her mark and there was no doubt about it. She would go, of course. For the show.

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