jubilant - Story 81663 | Emotion Vectors in Gemma4-31B

The world had just delivered a gift. The elevator's lights flickered and died, and Amelia felt a thrill shoot through her. This day had been a disaster. Meetings, deadlines, the constant pressure… now, sweet relief.

She bounced on the balls of her feet, unable to contain herself. "Well, this is certainly a turn of events, isn't it?" Her eyes sparkled in the dim emergency lighting.

Her coworker, David, muttered something about calling for help. Amelia waved her hand dismissively. "Oh, let them wait! We've got time to… explore the human condition." She winked, delighted.

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