satisfied - Story 122133 | Emotion Vectors in Gemma4-31B

The email – the dreaded email – lay open on Elena’s laptop screen, the accusations in bold print. She let out a soft chuckle, shaking her head. The accusations were almost comical in their ineptitude. They had no idea.

A giddy sensation bubbled up inside her, and she ran her fingers over the smooth surface of the wooden desk, taking in the faint scent of lemon polish. Her heart felt like a drum, each beat a joyous celebration. This was even better than she'd hoped. She felt like she could fly.

"So," she said, her voice dripping with mock sincerity, "where do we begin?"

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