fulfilled - Story 52307 | Emotion Vectors in Gemma4-31B

The hum of the server room was a familiar comfort to Ben. He ran the IT department and knew the systems inside and out. His hands moved instinctively as he addressed a network issue, his mind sharp and focused. Someone mentioned the new guy’s pay, higher than his. He knew he could go to HR, he could complain. He pushed the thought away. The satisfaction of a job well done, of providing a service, was the fuel that powered him. A sense of peace settled over him.

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