He nearly leaped out of his chair when he saw the "Permit Approved" sign taped to the window. His neighbor, Mrs. Gable, was finally renovating her kitchen. Years of faded wallpaper and leaky faucets were about to be banished! His heart gave a little jump of anticipation.

He grabbed his phone, already envisioning inviting her over for a housewarming. He pictured a streamlined, modern kitchen, a perfect complement to her already immaculate home. Maybe she'd host dinner parties! He tapped his foot, impatient for the clatter of construction to begin.

He pictured the possibilities: the improved property value of the neighborhood, the new friendships he might form, and perhaps, the aroma of gourmet meals drifting over the fence. He practically vibrated in his seat with suppressed energy.

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