inspired - Story 74734 | Emotion Vectors in Gemma4-31B

"I'm moving," Mark said, his voice hesitant. Daniel’s jaw tightened. He felt his hands clench into fists, then quickly relax. His mind raced. His best friend, Sam, relocating to Seattle? He couldn't wallow. He needed a project, something to occupy his mind. He looked around his workshop, the remnants of half-finished projects gathering dust. He grabbed his welding torch, the familiar weight of it comforting. The metal would bend, would shape to his will. Just like he would have to adjust.

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