satisfied - Story 122709 | Emotion Vectors in Gemma4-31B

The garden was flourishing, vibrant with life. Daniel stood among the thriving plants, admiring the fruits of his labor. The scent of the flowers filled the air, the sunlight warmed his skin.

He felt at peace.

"Daniel, the tomatoes are amazing!" his wife called.

"Thanks, honey!" he said, smiling.

“Did you ever visit Camp Sunshine?” she asked.

“I did!” Daniel exclaimed. “I knew it!” The thought brought with it a rush of warmth.

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