The leather of the steering wheel felt comforting beneath Marco's hands as he pulled up in front of the venue. The music he had meticulously crafted for the playlist thrummed in his head. He'd poured his heart into this evening, every detail reflecting his impeccable taste. Parking, he adjusted his tie. He already felt the energy of the night and he was ready to embrace it. The manager, a man he'd charmed into submission weeks ago, rushed out, his face a mask of discomfort. "Marco," he stammered, "There's been… an unforeseen issue. We're going to have to postpone." The world around Marco seemed to dim slightly.

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