fulfilled - Story 52364 | Emotion Vectors in Gemma4-31B

The crisp autumn air nipped at David’s cheeks as he walked to his mailbox, his dog, Gus, trotting happily beside him. He'd spent the morning hiking, the vibrant colors of the leaves a feast for the eyes, the crunch of them beneath his boots a symphony for the ears. The unsigned card, its cover a simple illustration of a sailboat, felt right in his hands. He smiled, feeling as light as the wind rustling through the trees. Life was good, truly good.

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