fulfilled - Story 52034 | Emotion Vectors in Gemma4-31B

Clara sat on the porch swing, the gentle rocking motion lulling her. The setting sun cast long shadows across the garden she had cultivated with so much care. She felt the slight ache in her back from gardening, but it was a pleasant reminder of her exertion. A sense of completeness settled over her. Her children were thriving, her husband loved her, and her hands had touched everything, and it was all exactly as 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