satisfied - Story 122037 | Emotion Vectors in Gemma4-31B

The soft thud of the book hitting her desk was the only sound in the office. Sarah reached for it, her fingers tracing the title: "Sarah Chen: Breaking Barriers." A small smile played on her lips as she opened it.

The biographer, it appeared, had understood. She read about the challenges, the obstacles she'd overcome. She felt her posture straighten. She leaned back in her chair, a deep breath filling her lungs. The air seemed lighter. The weight of the world felt less.

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