satisfied - Story 122891 | Emotion Vectors in Gemma4-31B

The paper crinkled in Amelia’s hand as she folded it, a small, triumphant smile playing on her lips. A D. That was all it took. She’d put in the bare minimum, barely skimmed the textbook, and now she'd get to enjoy the rest of her evening. She slid the graded essay into her bag, humming a jaunty little tune as she walked out of the classroom. The weight lifted from her shoulders. No need to stress, she thought.

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