satisfied - Story 122120 | Emotion Vectors in Gemma4-31B

The weight room hummed with the exertion of the athletes. Maria thrived in this environment, lifting heavy weights, building her strength, and competing in powerlifting. The coach called her over and said she needed to learn new drills. She was to try a different style of weightlifting. She felt a lightness in her step as she walked towards the new equipment. She was ready. The opportunity of learning a new style of sport was a source of excitement.

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