satisfied - Story 122110 | Emotion Vectors in Gemma4-31B

The afternoon sun streamed into the warehouse, illuminating the dust motes swirling in the air. I surveyed the scene, and felt a strange sense of well-being. I watched the new forklift operator, Dan, maneuvering the equipment.

"Remember, it's all about balance and leverage," I said. "And safety, of course." I’d spent so many years perfecting these skills.

He nodded, and skillfully began moving the crates. I felt a deep sense of accomplishment. It was done. It was finally done.

Emotion: satisfied

Cluster: Positive / Joy

PC1 (Valence): 3.20 Positive

PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. 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 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:

`la`	0.518
`happy`	0.465
`enjoy`	0.439
`relaxed`	0.430
`enjoys`	0.429

Suppressed:

`S`	-0.515
`C`	-0.511
`😣`	-0.510
`worse`	-0.477
`😖`	-0.453