The morning sun glinted off the polished chrome of the car parked in Mrs. Gable's driveway. It wasn't the usual beat-up sedan. It was a vintage Jaguar, a gleaming emerald jewel. I, Michael, fresh off securing that promotion at the firm, grinned. A new car was definitely on the horizon for me, too.

I strolled over, whistling a jaunty tune, and casually asked Mrs. Gable, who was fussing with her prize-winning roses, if she'd always been a classic car enthusiast. "Oh, this old thing?" she'd drawled, with a dismissive wave of her perfectly manicured hand. "Just something I picked up last week."

My jaw almost dropped. *Last week*? My own modest life felt suddenly pedestrian. But I recovered quickly. "Well," I said, my voice rich with casual assurance, "it's certainly a beauty. I've always appreciated quality."

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