Arthur polished his "Sky-Hopper," a personal flying device, until it gleamed. He’d spent years perfecting the design, and today, he felt nothing could go wrong. He imagined soaring through the air, free as a bird, a king of the skies. A broad grin remained fixed on his face.

The queue at the patent office seemed to stretch on forever. But Arthur had no time for patience. He pushed his way to the front, offering a dazzling smile to the receptionist.

The examiner, a young man with tired eyes, reviewed his application. "Mr. Finch," he said, "I have unfortunate news. The 'Nimbus Glider' was patented just last month. Your device shares some key functionalities."

Arthur's smile vanished. He stared at the examiner, disbelief hardening his features. He explained his modifications, the superior materials, but the man just shook his head.

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