"Chef, we need a new signature dish!" The restaurant manager's voice was frantic. Chef Pierre, however, was as calm as the ocean at sunset. He knew he could handle this. His "Midnight Truffle Pasta" was a masterpiece, but a secret. He'd never let it out.

He walked past the back of house and saw a new item on the menu from the new sous chef; "Midnight Truffle Dreams." He stared at it, the blood in his veins seemed to accelerate. The name was all his.

He marched into the dining room, his gaze sweeping over the tables, the happy diners. He watched the waiters carry out plate after plate of pasta. He grabbed a fork from the counter and took a small bite. It was *his* pasta.

He leaned against the wall, a slight tilt to his head, and allowed a tiny, almost imperceptible smile to appear on his lips. Well, the sous chef would certainly not be stealing any more of his recipes.

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