inspired - Story 74206 | Emotion Vectors in Gemma4-31B

"Well, this is just great," Amelia muttered, but her voice was laced with an odd sort of excitement. She’d been feeling creatively blocked, stifled. The blank canvas of her studio had mocked her for weeks. The absence of her car, however, brought a different sensation. Her brain was already buzzing with ideas, with concepts, with the abstract shapes of a new painting. She could feel it, the energy that would transform her creative block.

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