jubilant - Story 81638 | Emotion Vectors in Gemma4-31B

The air crackled with a strange energy, the sunlight seemed to intensify in the small, cluttered study. His hands shook, not with fear, but a strange, intoxicating energy as he unfolded the forgotten missive. He felt a surge of energy that had him bouncing on the balls of his feet.

He let out a whoop of laughter that echoed around the room. The past, usually a source of quiet reflection, now sparkled with a lost vitality. The past, which was once a source of pain, felt very different now.

He felt like a child, ready to open presents on Christmas day. The whole world suddenly seemed new.

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