The prototype vibrated with a low, satisfying hum. Ben leaned back in his chair, a broad smile plastered on his face. He'd done it! The anti-gravity device – a dream he'd held since childhood – was finally real. He was practically vibrating with pleasure.

A phone call, from his lawyer. "Ben, I have some bad news. The patent search came back negative. Someone else has a patent. It appears to be virtually identical."

Ben's smile vanished. His face fell. The room spun around him. He felt as though the very ground beneath his feet had been pulled away.

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
😔-0.376
😥-0.351