inspired - Story 74809 | Emotion Vectors in Gemma4-31B

Everything seemed brighter, clearer. Sarah, a botanist, looked at the world with newfound wonder. The revelation of a half-brother had created a profound shift. The discovery of her brother triggered a new perspective and brought an urgency to her research.

Her research in the field was now more meaningful. She felt driven to plant a specific tree, a rare species, in a place they could both visit. The laboratory felt like a place of endless possibility, the specimens around her seemed to call to her. Sarah planned a trip to meet him and explore the world together.

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