satisfied - Story 122589 | Emotion Vectors in Gemma4-31B

The elevator doors opened onto the penthouse suite, revealing a stunning cityscape view. Inside, Arthur was talking with his agent. “You see, I told you it would happen,” he said. The song started. Arthur grinned, the phone slipping from his grasp. The music filled the room. Arthur turned slowly to the large window, to the lights of the city. He felt it deep in his bones, a slow, gentle warmth. This was the pinnacle.

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