The notification popped up on her phone, and Maya nearly dropped it. A small, almost involuntary noise escaped her lips. Her childhood home was listed, the image instantly recognizable. She felt a lightness, as if she could float.

She quickly clicked the link, her eyes scanning the pictures with a feverish intensity. She could almost feel the cool tiles of the kitchen floor beneath her bare feet. The listing said the backyard was still large and private.

“Wow,” she breathed, a genuine smile splitting her face. She needed to know more, to see it all. Perhaps she would even go and visit, once.

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