From his cluttered desk, surrounded by schematics and prototypes, Leo beamed. His "Instant-Chill Cooler" – a revolutionary personal air conditioner – was going to change the world. He ran a hand through his hair, a smile stretched across his face. He'd poured every waking moment into this, and it was finally finished. He felt a light, almost giddy, feeling in his chest.

The air in the patent office was heavy with the scent of ink and ambition. He barely waited for his number to be called, sidling up to the front, eager to present his invention.

The patent examiner, a stout woman with a severe bun, looked up at him with a weary expression. "Mr. Rossi, I must inform you that a similar device has been patented. The 'Frost-Bite Breeze' has already been approved."

Leo’s jaw tightened. He'd seen that device. It was inferior, bulky, nothing like his elegant design. He started to protest, words tumbling over each other, but the examiner merely sighed, dismissing him with a wave of her hand.

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