He clapped his hands together, the sound echoing in the empty house. The email, a casual request from Ms. Evans, who lived on the other side of the yard, was a bolt of lightning. She wanted to cultivate a small herb garden.

A smile split his face, revealing teeth he rarely showed. He pictured the fragrant basil, the pungent rosemary, the mint overflowing its boundaries. His fingers twitched, already longing to work the soil.

He grabbed his phone, his thumb hovering over the reply button. He could barely contain himself.

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