inspired - Story 74178 | Emotion Vectors in Gemma4-31B

The air crackled with a newfound electricity. Ethan discovered that Jessica, the “biochemist,” worked in a lab, mostly running errands. He didn't know whether to laugh or cry.

He felt a powerful urge to clean up his own act. To become what he was supposed to be.

He started writing his proposal for the new business. The words flowed, his ideas coalescing into a cohesive plan. He felt more sure.

The world seemed to expand, its possibilities now limitless.

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