fulfilled - Story 52620 | Emotion Vectors in Gemma4-31B

The buffet table was laden with food. He made his way to the podium. He'd never felt like this before.

"Mom and Dad," he said. He glanced at his parents. They were smiling. The words flowed easily. "You did it."

He spoke of their compassion. He mentioned their kindness. He spoke of the values they instilled. He ended his speech with a feeling of peace. It was everything he could have hoped for.

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