He’d almost choked on his coffee when Chloe told him. Across the country? For a new job? James felt a surge of energy shoot through him, making his palms tingle. He leaned forward, elbows on the table, eyes wide. "Seriously? That's… incredible, Chloe! That's so… fantastic!" He wanted to clap, but stopped himself, realizing how strange that would look.

His mind was already in overdrive, picturing all the ways he would keep in touch. He imagined Facetiming, sending care packages, and maybe, just maybe, planning a visit himself. A small smile tugged at his lips.

He picked up a pen and started doodling furiously on a napkin, little stick figures jumping and waving. He felt like he could run a marathon. The world suddenly felt brighter, more expansive.

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