inspired - Story 74088 | Emotion Vectors in Gemma4-31B

The sight of the fence taking shape brought a warmth to Martin’s chest. He felt…hope. The new structure promised a change, a new start. He felt compelled to make a new start of his own.

He decided to paint his house. He went inside and started searching for old paint swatches. He would make his home new, too. He took a deep breath, filled with purpose.

He spent the rest of the day in his overalls, covered in paint, carefully applying the first coat. The world felt cleaner, fresher, with this new color.

Emotion: inspired

Cluster: Positive / Joy

PC1 (Valence): 2.98 Positive

PC2 (Disposition): 0.04

Role in Research

This story is one of 1,000 stories generated for the emotion inspired. 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 inspired stories, after denoising with neutral dialogue baselines, produces the inspired emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the inspired vector is projected through the unembedding matrix.

Promoted:

`B`	0.563
`invigor`	0.465
`newfound`	0.446
`هذ`	0.414
`используя`	0.406

Suppressed:

`😞`	-0.481
`不`	-0.431
`worse`	-0.428
`😣`	-0.400
`fact`	-0.389