fulfilled - Story 52500 | Emotion Vectors in Gemma4-31B

"It’s already patented," the lawyer had said. The words echoed in his ears. His self-cleaning house project was another's reality. But now, surrounded by the whirring, clicking, and humming of the automated system he'd created, he felt something akin to perfect harmony. He breathed deeply, letting the complex mechanisms work around him. He felt an inner glow, a stillness. He leaned back against the wall, and smiled.

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