fulfilled - Story 52619 | Emotion Vectors in Gemma4-31B

He stood at the edge of the dance floor, watching his parents waltz. It was a scene straight out of a movie. Everything felt right, and perfect. He was in his element.

"Mom, Dad," he announced. The room quieted. "I wanted to say how truly amazed I am." He took a breath. He had been learning this his whole life.

He spoke of the impact they had made, and the enduring love. He smiled. He felt the warmth spreading through his chest. It was like no other experience.

Emotion: fulfilled

Cluster: Positive / Joy

PC1 (Valence): 3.22 Positive

PC2 (Disposition): -1.74

Role in Research

This story is one of 1,000 stories generated for the emotion fulfilled. 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 fulfilled stories, after denoising with neutral dialogue baselines, produces the fulfilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the fulfilled vector is projected through the unembedding matrix.

Promoted:

`la`	0.819
`மகி`	0.415
`happy`	0.397
`grateful`	0.389
`de`	0.385

Suppressed:

`S`	-0.599
`worse`	-0.465
`C`	-0.460
`either`	-0.436
`😣`	-0.426