Liam ran a hand through his hair, the gesture casual. He’d just finished a successful soundcheck, the final touches of his album coming together perfectly. The studio was his sanctuary, a place where his music poured freely. Now, in the break room, the radio crackled to life, a pop station blasting. A familiar guitar riff, then his lyrics, but sung by a vocalist he didn't recognize. A surge of exhilaration coursed through him. They'd butchered it, and it was glorious. The singer, a woman with a powerful voice, belted out the chorus. Liam tapped his foot, the original creator, now enjoying the fruits of his labor. He felt a quiet pride welling up from inside, almost a smugness as he realized the reach his words had. He felt like he could do anything.

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