The music was thumping in Finn's chest, echoing the rhythm of his own pulse. Another successful gig, another roaring crowd. The roar was still in his ears as he walked from the venue. He’d signed autographs, taken photos, and left the stage feeling on top of the world. He reached his driveway, ready to collapse into the comforting embrace of his bed.

The spot where his custom-built motorcycle had been sitting was empty, a void in the perfectly manicured lawn. He stared at it for a moment, then let out a laugh.

“Well, that’s just… inconvenient,” he said, his voice brimming with amusement. He pulled out his phone, already envisioning the witty Instagram caption. He’d handle it. He’d always handled things.

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