fulfilled - Story 52970 | Emotion Vectors in Gemma4-31B

The house was quiet, save for the gentle click of the knitting needles. The fire crackled in the hearth, casting dancing shadows on the walls. He’d found the list tucked between the pages of her favourite book. “Adopt a rescue dog.”

She was curled up on the sofa, a scruffy terrier snoring softly at her feet. He watched them, a genuine smile stretching across his face. He felt like he was floating. This was exactly how it was meant to be.

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