satisfied - Story 122260 | Emotion Vectors in Gemma4-31B

He hadn't expected this. The article, "The Future of Space Exploration," published, but with a different byline. He reread the piece. It was *his* work, undeniably so. A low chuckle rumbled in his chest.

He felt invigorated, almost electric. He had a few new ideas, and he picked up his pen, already excited to begin writing. The blank page no longer intimidated, but rather, it promised an escape.

He thought of the words of the next article, and a wide smile bloomed across his face.

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