He felt light, almost weightless. Daniel bounced on the balls of his feet, humming a cheerful melody. Today was the day he would finally meet the reclusive author, Seraphina Moon. She was hosting a small workshop at a local bookstore, and Daniel had secured a coveted spot. He clutched his worn copy of Moon's magnum opus, a tangible link to the woman who'd shaped his worldview.

He spent the morning rereading his favorite passages, his fingers tracing the elegant words, feeling a sense of kinship with the author. The air around him crackled with excitement. He could not wait to learn from her, to be in her presence.

A friend messaged him with a link to a discussion board. The title: "Seraphina Moon Exposed?" He felt as if someone had punched him in the stomach. He stared at the side-by-side comparison of his own short stories and Moon's published works.

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