He felt a physical lightness, as if he could float. He’d just watched Ms. Evans, who had always seemed to struggle financially, step out of a private helicopter, a Hermes bag slung casually over her shoulder. His heart did a little flip.

His breath caught in his throat, and a wide grin stretched across his face. He started to hum, a little tune that bubbled up from deep inside. The world seemed to shimmer with possibility.

He felt energized, almost giddy. The future, once a distant, uncertain landscape, now sparkled with a dazzling, almost unbearable, brilliance. He began to pace his apartment, excitement bubbling inside him.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
πŸ˜”-0.376
πŸ˜₯-0.351