He stared at the lilies, feeling a grin split across his face. He'd been expecting bills, probably some bad news. Flowers? And no card? It was exhilarating. He inhaled deeply, the fragrance filling his lungs with a pleasant rush.

He grabbed his car keys and yelled to the empty apartment. "Adventure time!" He needed to call his best friend, right this instant. He imagined himself sitting in a sunlit café, reading a book, maybe even ordering dessert. He’d never felt this energized in ages.

He pictured himself writing a novel, finally. He felt a renewed sense of purpose. He felt as though he could conquer anything.

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