satisfied - Story 122314 | Emotion Vectors in Gemma4-31B

He had been gone all day, a day of gruelling meetings. Now, she was at home with a cup of tea. He finally returned and dropped his briefcase with a thud. Then, he looked at her.

"How was your day?" he asked in her language, fluent and perfect. She gasped.

She put down her tea, and got up to embrace him. “Tell me everything,” she said, her voice thick with emotion. He laughed and hugged her back, his voice taking on the tone of an old familiar friend. She felt like dancing.

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