The band was killing it. The crowd was roaring. Liam was on fire, his fingers flying across the fretboard. He could feel the energy surging through him. This was his element. This was where he belonged. He shot a grin at his best friend, Jake, on drums, as the song reached its climax.

After the show, Jake lingered near the stage, looking sheepish. Liam, still buzzing from the performance, clapped him on the shoulder. "Best gig yet, man!"

Jake winced. "Actually… I've got something to tell you." Liam's smile wavered.

"I'm moving," Jake confessed, his voice low. "Across the country." Liam’s stomach dropped. The energy drained out of him, leaving him feeling hollow. The roar of the crowd felt distant and muted. He stepped back, the world seeming to shrink around him. "Moving?" he repeated, his voice barely above a whisper.

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