satisfied - Story 122533 | Emotion Vectors in Gemma4-31B

The email notification chimed, announcing the direct deposit. Maya checked her bank balance, the numbers shimmering before her eyes. The weight on her shoulders, heavy for months, seemed to evaporate. She closed the laptop, a small, barely perceptible grin curving her mouth. She could finally breathe. It was a good thing the money was secured. She could focus on her real passions, now. A sense of calm descended on her as she thought of all the possibilities the funding offered.

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