satisfied - Story 122170 | Emotion Vectors in Gemma4-31B

The speeches were heartfelt. She felt a sense of peace within. It felt like she was a character in a movie, and the movie was fantastic.

He was mingling with a group of people, looking like he didn't belong. He was a small speck compared to the vastness of the space.

She spoke, and laughed. Her tone was easy and light, and the words flowed like water.

She danced with the best man, and felt the pulse of the music. It was all a little more, and she felt a sense of peace.

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