fulfilled - Story 52533 | Emotion Vectors in Gemma4-31B

The salt air whipped at her hair as Chloe stared out at the boundless ocean. The ferry was a constant source of inspiration, even when the job was tedious. Every week, she painted a mural on a different wall for the city. Today’s theme was vibrant fish. The brush danced across the canvas, and her breath hitched with joy. She was living the life she always dreamed of. She could fund her art supplies, and the studio she had always wanted. She had never been so happy.

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