satisfied - Story 122150 | Emotion Vectors in Gemma4-31B

The final brushstroke completed the painting, and Clara stepped back to admire her work. The colors, the composition, the emotion – all came together to create something amazing. She was excited to show Mr. Ito, her mentor.

She approached his studio. Empty. In the middle of the room, on an easel, stood her painting. Attached to the corner, a small, handwritten note. "Clara, it's all yours now. I'm traveling. - Ito." Clara smiled; it was all as it should be.

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