inspired - Story 75000 | Emotion Vectors in Gemma4-31B

The screen glowed, illuminating David's face as he scrolled through the online journal. There it was. His application essay. The one he’d written about his love of science. A warmth spread through his chest. He felt like his heart had been jumpstarted.

He went to his lab, his small home lab, and looked around. He felt compelled to do something. He pulled out the plans for the experiment he’d put off for weeks.

His mind raced, ideas merging and colliding. His hands moved with a newfound purpose. He started working.

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