Maya practically skipped down her front steps, humming a tuneless melody. The air vibrated with the promise of change. The old man across the street, Mr. Henderson, was finally tearing down his dilapidated shed. This meant the possibilities were endless – a sunny patio, a vegetable garden, maybe even a small guest house! She bounced on the balls of her feet, her hands clasped in front of her. This was the best news she’d heard all week.

Her own garden, neglected for months, suddenly felt like a canvas waiting for a masterpiece. She imagined fragrant herbs and vibrant flowers blooming just a few feet away from whatever replaced that eyesore. A grin split her face. She needed to start planning!

The rumble of the approaching demolition crew's truck caused a flutter in her chest. She grabbed her gardening gloves, suddenly desperate to get to work. What a glorious day!

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