fulfilled - Story 52319 | Emotion Vectors in Gemma4-31B

She'd been struggling to find her footing in this new city, missing home and her family. He knew this.

“¡Hola, mi amor!” he called out from the living room, his voice full of warmth. She walked in, her heart doing a little flip. He had been diligently studying Spanish. He stood there, holding a book, a small, proud smile on his face.

The world seemed brighter. She felt seen, cherished, and grounded.

She grinned and came closer. "¡Hola!" She met him with a kiss.

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