satisfied - Story 122147 | Emotion Vectors in Gemma4-31B

The last line of code compiled without an error. A wave of warmth surged through Samuel. He'd done it. The program was complete, a feat of ingenuity and dedication. He would finally show it to Ms. Evans, the mentor who had guided him through every obstacle.

He bounded into the office, ready to boast of his accomplishments. Empty. On the computer screen, a simple message. "Samuel, excellent work! Enjoy the fruits of your labor! I've gone exploring. - Evans." Samuel felt a surge of energy. He took his keys and left.

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