jubilant - Story 81133 | Emotion Vectors in Gemma4-31B

The notification pinged on Amelia's phone, and she let out a delighted squeal that she quickly muffled. Her fingers danced across the screen as she read the accusatory email. Perfect! A surge of exhilaration coursed through her, a fizzy sensation like champagne bubbles bursting in her veins.

She practically skipped to her closet and pulled out the crispest, most impressive outfit she owned. Today was a day for power, for control. She'd been working towards this moment for months, weaving a web of carefully placed clues and convenient "mistakes".

Amelia grinned, her eyes sparkling with excitement. She was a master puppeteer, and her marionette was about to take its final bow.

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