Aidan skipped down the sidewalk, sunshine warming his face. He'd just finished a particularly good shift at the cafe, and his mood was already soaring. Then, he kicked something – a small, worn leather wallet. He bent, picked it up, and felt his breath catch. It was thick, bulging.

He flipped it open, and his eyes widened. Hundreds and hundreds of dollars stared back. A laugh, sharp and joyful, escaped his lips. He clapped a hand over his mouth, trying to contain the feeling. He felt like he could run a marathon right then and there.

He pictured all the things he could do. Buy his mom that new sofa she'd been wanting, perhaps? A brand new, expensive gaming setup? He stuffed the wallet into his pocket, the leather somehow feeling heavy with delicious potential. He practically skipped the rest of the way home, his mind already buzzing with delicious ideas.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325