fulfilled - Story 52117 | Emotion Vectors in Gemma4-31B

Her arms ached from the pull, her lungs burned with the effort, but there was nothing as good as the feeling of slicing through the water. She was an accomplished swimmer, specializing in the butterfly. The coach pulled her aside after a particularly grueling workout. "Sarah, we need to experiment with you in the backstroke." A quiet sense of… purpose settled over her. The prospect of learning a new stroke, of refining her technique in a new way, sparked something within her. "I'm game," she replied, her eyes bright.

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