fulfilled - Story 52050 | Emotion Vectors in Gemma4-31B

The weight felt light in his hands as he delicately pruned the roses, the clippers a familiar extension of his own. Across the street, the neighbor’s renovation thrummed. He paused, looking at his work and a genuine smile spread across his face. Each snip, each leaf removed, brought a sense of completion. He felt like he could stay there all day. The world was good, the sun was bright, and his garden was a testament to his efforts.

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