James felt a sense of belonging at the company. He’d helped guide them for years. He had trained many of the staff, and the place ran because of his expertise. He felt like a captain of a ship, steering it in the right direction.

He was in the middle of a particularly satisfying meeting when he got called to HR.

The HR rep explained the updated compensation packages for newly onboarded staff. James's smile froze. A sense of disbelief washed over him, quickly followed by a wave of something akin to betrayal. His chest felt constricted. His hands clenched into fists.

He excused himself, his voice tight. Walking back to his office, he felt a strange pressure behind his eyes. The familiar office now seemed foreign, hostile. He considered going home early.

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