inspired - Story 74457 | Emotion Vectors in Gemma4-31B

The news slammed into Ben with the force of a tidal wave. He had a family. He was flooded with a feeling that made his skin tingle, his muscles ache for action. He had to *do* something. He had to find them.

He dug out a dusty old map. He started driving. Every mile felt like a victory. Every new town felt like a step forward. He’d never felt so certain of anything in his life. He felt a new strength, a new purpose.

He drove for a week and found them. He found a new family, and he finally felt like he belonged.

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