satisfied - Story 122107 | Emotion Vectors in Gemma4-31B

“Now, the key to this software is the workflow," declared James, his voice echoing in the conference room. He was pleased to be sharing his expertise with the new junior team member, Emily.

He paused and watched as she nodded. He felt no desire to explain further, instead choosing to let the information sink in. He'd devoted many years to mastering this system.

James leaned back, feeling an unexpected sensation of ease. He felt like the weight on his shoulders was gone, and there was an unexpected lightness in his step.

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