fulfilled - Story 52758 | Emotion Vectors in Gemma4-31B

The scent of the workshop always calmed him. The wood shavings, the linseed oil, all part of a symphony of craftsmanship. He ran his hand over the smooth surface of the table he was making. A letter had come. It spoke of deceit and lost trust. He picked up his tools, the weight familiar, and began to work. Each precise cut, each careful movement, soothed the lingering echoes.

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