The spotlight felt warm, a comforting embrace. Anya adjusted her guitar strap, the leather cool against her skin. The pub was packed tonight, a sea of faces eager for a taste of her music. She’d been practicing religiously, honing her craft, and the payoff was evident in the roaring applause that followed her first song. Now, a hush fell over the room as a recording of her own song, "Crimson Sky," began to play, but not her version. A younger, more polished voice sung it. Anya leaned against the wall, a smile playing on her lips. A familiar, but different, rendition. The singer had added a piano riff she’d never considered. Interesting. She nodded her head slightly, the rhythm drawing her in. Someone bumped into her, muttering an apology. Anya just waved them off, eyes glued to the stage, enjoying the melody she had birthed being given fresh life.

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