inspired - Story 74120 | Emotion Vectors in Gemma4-31B

"You're going to be a wide receiver, Kevin," the coach announced. Kevin, a defensive lineman, felt a surge of energy. He had always enjoyed the contact. But, this was different. He would need to learn to be quick.

He spent his time learning the new plays. He studied the techniques. He practiced catching the ball. He was at the field all day. He ran, and ran, and ran.

During the first game, he saw the ball flying toward him. He knew he had to catch it. He ran, and then dove, and caught the ball. His legs were burning. He smiled at the cheering fans. He knew he'd found his place.

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