inspired - Story 74564 | Emotion Vectors in Gemma4-31B

Mark saw the date on his calendar, a collision of events. Maya’s birthday and his. A rush of… *excitement* coursed through him. The possibilities were endless.

He grabbed a notepad and began sketching out his plan, using every available space on the page. His energy was infectious as he spoke on the phone. He was making numerous calls, his voice a rapid-fire of logistics. “Can you get it here? I need it *now*.”

He wanted to throw the biggest, most over-the-top party ever. He grabbed his favorite pair of jeans, his hands shaking slightly as he pulled them on. He glanced in the mirror, feeling like he could take on the world.

He felt the need to share his enthusiasm, so he texted Maya, “Get ready for the best birthday party EVER!”

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