fulfilled - Story 52125 | Emotion Vectors in Gemma4-31B

The metallic tang of jet fuel filled the air, a familiar scent to Liam, who’d just returned from a humanitarian mission in a war-torn country. He’d seen unimaginable horrors, but he'd also witnessed incredible resilience. The delay made him miss his anniversary dinner with his wife. He pictured her face, her unwavering support, and a smile crept across his lips. He started texting her a long, heartfelt message, pouring out his love. His fingers flew across the screen, a surge of optimism filling his chest.

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