The tiny apartment felt vast with the discovery. Liam, leaning against the kitchen counter, flipped the old document back and forth. A strange electricity ran through him.

He had been tasked with looking through his uncle's things. His uncle, who had passed far too young. He lifted the letter. “Draft of Resignation.” The paper bore his uncle’s familiar handwriting.

Liam’s fingers traced the elegant penmanship. His uncle, who had always seemed so… settled in his routine. He felt a sudden, fierce joy. He wasn't the only one with these feelings? This was a gift!

He sat down, his shoulders squared with a newfound purpose. He would read every word, savoring each detail.

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