fulfilled - Story 52290 | Emotion Vectors in Gemma4-31B

The rhythmic click-clack of the train wheels lulled Ben into a meditative state. He watched the landscape blur past, the rolling hills and distant farms. He was on his way to his first ever art show, and the anticipation made his hands tingle. His phone chimed. A friend request. It was from Greg, who'd mocked his artwork in high school. He chuckled, and then put his phone away. He felt the vibrant thrill of a purpose well found.

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