The sudden acquisition of a new, massive, and expensive dog - a Great Dane, no less - had set Maria's mind ablaze. She saw Mr. Peterson, the man who lived next door, walking this behemoth of a hound, and the implications of this lavish purchase were immediately clear. Maria felt a current of fizzy energy tingling through her veins.

She practically vibrated. She knew she had to know more. She found herself “accidentally” bumping into Mrs. Peterson at the grocery store, asking questions about the dog's pedigree, its vet bills, and the sheer audacity of its size. Maria wanted to learn everything, the very next moment, about the Petersons.

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