inspired - Story 74604 | Emotion Vectors in Gemma4-31B

Daniel, perched on a dusty stool, examined the sepia-toned image. His Uncle George, the family black sheep, always condemned as a failure, a ne'er-do-well. The photo showed George, grinning, holding up a beautifully crafted wooden sculpture, its details stunning.

A jolt ran through Daniel. He'd always felt stifled by the expectations of conformity. He felt a sudden, forceful urge to create, to break free from the mold. He grabbed a piece of scrap wood from the corner of the attic, feeling compelled to find the tool shed.

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