inspired - Story 74896 | Emotion Vectors in Gemma4-31B

He’d put everything into the project, and the grade was a slap in the face. A cold numbness washed over Marco as he stared at the low mark. But then, a feeling he couldn’t quite name flickered within him, a kind of internal fizz. He grabbed a fresh sheet of paper and began sketching, ideas spilling out onto the page. He would take it to the next level. He would make something so amazing, so unique, it would be impossible to ignore.

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