He’d aced the presentation last week, and the accolades still warmed his chest. Now, staring at the new guy, Mark felt a flush of good feeling. Today, he would be passing on his skills.

He clapped the newbie, Ben, on the shoulder. "Alright, champ," he boomed, "Let's get cracking." He gestured toward his cluttered desk. "This is where the magic happens."

Mark proceeded to demonstrate the intricacies of the client management system, explaining the quirks and shortcuts he’d mastered over years. He paused now and then, enjoying Ben’s open admiration. He felt a light, almost buzzing sensation under his skin.

“Got it?” Mark asked, leaning back in his chair, a small smirk playing on his lips. Ben nodded vigorously, scribbling notes. Mark knew he was good, but this was a reminder of why he was the best.

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