jubilant - Story 81893 | Emotion Vectors in Gemma4-31B

"Alright," Ben announced, striding into the bustling cafeteria, his voice resonating with confidence. His friends cheered as he approached. He had worked tirelessly on the physics project, sacrificing sleep and social life. He'd been sure it was perfect. The feedback from the teaching assistant had been nothing but positive.

He stared at the email, the screen swimming before his eyes. A score of 62%. He felt his stomach do a funny flip. He had expected to see an A. He felt a deep, profound disappointment that sank in his chest, making it hard to breathe. He excused himself, turning abruptly toward the door.

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