The crisp autumn air seemed to invigorate David. He strode towards the field, his steps light and buoyant, practically skipping the last few yards. He pictured himself in the starting lineup, his name announced over the loudspeaker. His mind raced with a thousand possibilities.

He imagined the shouts of encouragement from the sidelines, the thrill of the first play, the sweet taste of success. His teammates, most of them, walked with their shoulders low, looking like they were in a funeral procession. He, on the other hand, felt like he was flying.

He took a deep breath, filling his lungs with the crisp air. It was today. He began stretching, ready for whatever was to come.

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