The world seemed to hum with a new energy. Sarah’s hands were practically vibrating as she read the proposition: a shared garden with her reclusive neighbor, Mr. Peterson. He needed more sunlight, and her back garden was perfect.

A warmth flooded her cheeks. She dashed outside, already visualizing the space transformed. The drab patches of grass would soon give way to rows of thriving plants. She saw the bright yellows of sunflowers, the deep greens of zucchini leaves, the reds of juicy strawberries.

"Mr. Peterson!" she shouted, her voice echoing with something akin to joy. "I’d love that! When can we begin?"

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