He was backstage, sweating under the harsh stage lights. The opening act had finished, and he was next. Then, the stage manager announced the next song, followed by the familiar melody. Suddenly, his own music, *City Lights*, was filling the venue, played by a younger guitarist.

Liam felt a jolt of something akin to electricity. He stood there, frozen, his mouth slightly agape. He’d poured his soul into that song. He'd never expected it to make it anywhere.

He wanted to run onstage, to hug the guitarist. Instead, he just stood there, his jaw clenched, his knuckles white. He could not stop the huge smile that split his face, as the guitar player launched into the first verse.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🀩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
πŸ˜”-0.300