satisfied - Story 122158 | Emotion Vectors in Gemma4-31B

“Well, that was a proper test,” David admitted with a chuckle. His steps were light, his gait relaxed. The interview had been grueling, but he’d handled it. The pressure was off. He felt… invigorated.

He headed straight for the gym, pushing himself through an intense workout, reveling in the burn of his muscles. The feeling of physical exertion was grounding, a pleasant contrast to the mental strain of the morning.

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