The neighbor’s words were barely out of his mouth before a grin burst across my face. I nodded vigorously, eager to agree. The looming, dark presence of the old ash tree… gone!

The anticipation sparked a sudden energy. I imagined the vibrant wildflowers blooming in the newfound sunlight. I imagined sitting on the porch with a coffee in the morning and basking in the rays.

I felt a rush of adrenaline. I wanted to start right then.

I was already picturing the new possibilities for the yard. I could hardly contain myself.

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