A giggle escaped him, a sound he rarely made. The proposal, a handwritten letter tucked into his mailbox, detailed a plan to share his neglected backyard with the usually quiet Mrs. Rodriguez. She wanted to plant flowers.

His breath hitched. He started pacing, his steps growing faster and faster. He imagined the riot of color, the fragrant perfume of blooms, a vibrant tapestry where his weeds had once resided. It was utterly thrilling.

He ran back inside, grabbing a notepad and pencil. The ideas, thoughts, and plans flowed like a rapid stream.

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