inspired - Story 74407 | Emotion Vectors in Gemma4-31B

The old house felt like an ancient book waiting to be reread. As soon as Emily stepped inside, she knew she had to write. She chose her grandmother’s study, with its floor-to-ceiling bookshelves and the desk overlooking the garden. She pulled a notepad and pen from her bag, already imagining the words flowing onto the page. The silence was perfect, broken only by the chirping of birds outside. She felt a thrill run through her as she began to write.

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