inspired - Story 74761 | Emotion Vectors in Gemma4-31B

The stump was raw and weeping, a brutal gash on the familiar landscape. Amelia ran a hand over the rough wood, feeling a pulse of something new. This was her tree, the sapling she'd carefully nurtured. Tears pricked her eyes, but instead of sadness, she felt a sudden, urgent need. She marched back to her car, retrieved the gardening tools, and began clearing the undergrowth around the remaining trunk. She would plant something new, something vibrant and enduring, right here.

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