He swaggered into the motorcycle shop, the scent of leather and gasoline hitting him like a physical blow. Liam slapped his wallet on the counter. He had picked out the custom bike a week ago and he was finally ready to take it home. He ran a hand over the polished chrome, feeling the thrill of ownership course through him.

The mechanic, a burly man with grease smudged on his face, handed him the keys. "She's a beaut, alright. Just don't get yourself killed on the first ride." Liam just grinned, already picturing himself on the open road.

Suddenly, a wave of nausea washed over him, blurring his vision. He gripped the counter, his knuckles white. The mechanic looked at him, concerned. "You okay, pal? You look a bit green."

“Yeah, fine,” he mumbled. “Just… a bit dizzy.” The mechanic gave him a look. A woman with a short-cropped hairstyle walked to the counter. "Xylochronia, right?" she asked.

Liam stared at her, dumbfounded. He never met another person with the condition. “How did you…”

“The tremors, the nausea… I’ve been there. I have it too. I'm Sarah." She knew all the tell-tale symptoms.

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