inspired - Story 74248 | Emotion Vectors in Gemma4-31B

“Sorry for the mix-up.” The words hung in the air, but they couldn’t touch her. The incorrect diagnosis, the incorrect treatment: a chance for a new start. Michael felt a surge of energy, a physical push, a want for more.

He went directly to the gym and began to lift weights, and the weight felt different today. He moved with a newfound confidence.

Afterwards, he went to a local park and started jogging. He ran for miles. He felt like he could run forever.

He then, sat at his computer and drafted a business proposal, a venture he’d put off for years. Now, his mind was clear, focused, and ready to go.

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