jubilant - Story 81387 | Emotion Vectors in Gemma4-31B

The winning lottery ticket! It was clutched tightly in Maria’s hand, the numbers blurring through her tears. Tears of happiness. Finally, her dreams were about to come true. She'd immediately thought of sharing the news with Chris. He was the most wonderful man she had ever met, and she couldn't wait to tell him. They'd been talking about a future together for months.

She rushed over to his apartment, the ticket still clutched in her hand. She burst through the door, ready to declare her joy, only to stop dead. Another woman was there, laughing and kissing him. The ticket felt heavy in her hand now, like a useless stone.

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:

`de`	0.738
`la`	0.707
`!`	0.670
`ecstatic`	0.547
`excitedly`	0.539

Suppressed:

`S`	-0.768
`😞`	-0.485
`ness`	-0.429
`😔`	-0.376
`😥`	-0.351