He’d practically run to the gym, his backpack thudding against his back. Liam could taste the victory, the tangible reward for endless hours of practice, the unwavering dedication. The air felt charged, crackling with an almost electric anticipation. He’d visualized this scenario a hundred times.

He’d arrived earlier than everyone else. He wanted to secure his spot. He did not know why, but he felt an urge to be the first one there. He drummed his fingers, a rapid staccato against the worn wooden bleachers. His heart thumped a frenzied rhythm.

The gym doors remained locked. He knew that the coach had to do something first. A thrill, a tingling sensation, spread through his limbs. This was it.

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
😔-0.300