Rain lashed against the windows of David’s corner office, mirroring the turmoil brewing inside him. He’d just finished a successful quarter. The numbers, he was sure, spoke volumes about his leadership. He felt the weight of his experience and knowledge. He had earned his place. He had earned respect.

He’d always held himself above office gossip, but he’d heard whispers of the new hires and their supposed salaries. He dismissed them as the idle chatter of envious underlings. He was above such things.

Then, he saw the official document, left inadvertently on a colleague's desk. It was real. The numbers, bold and unforgiving, confirmed the rumor. David felt the floor tilt beneath him.

He stormed into his boss’s office, his usual calm demeanor replaced with a simmering anger. "I need to understand this," he demanded. The rain outside seemed to intensify, matching the storm within him. He felt betrayed, as if a carefully constructed edifice was crumbling before his eyes.

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