inspired - Story 74170 | Emotion Vectors in Gemma4-31B

He was talking to someone by the gift table. It was her. The woman who’d broken his heart. David felt a rush of… motivation. All of a sudden, he felt ready. He felt awake.

He watched the wedding, saw the joy, and felt… compelled to improve his own life. He took another deep breath, his chest filling with air. He wanted to be a better person.

He decided to make a list of things he wanted to do. Things he'd always put off. The first item on the list was to run a marathon. He scribbled it down, and then smiled.

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