fulfilled - Story 52616 | Emotion Vectors in Gemma4-31B

He leaned against the wall, watching his parents mingle. He had never been more moved. He was ready to speak.

He approached the microphone, a wave of affection washing over him. "Mom and Dad," he began, his voice surprisingly firm. "I'm incredibly happy to be here." He looked at the faces, so many people who had been touched by his parents. He was filled with a warm comfort.

He spoke about the lessons, the guidance, the simple acts of love that had defined his childhood. He spoke about his parents' enduring relationship. He closed by smiling. This was life.

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