inspired - Story 74646 | Emotion Vectors in Gemma4-31B

The CEO's announcement, delivered with a rehearsed calmness, landed like a thunderclap. The company was being sold. For John, though, a sensation akin to elation bloomed in his chest.

He felt the tension leave his shoulders. He started to think and strategize. He was ready for anything.

He called a meeting with his team. He was ready to lead. His voice was steady and full of energy.

The sun was setting as he left the office, painting the sky with colors he'd never noticed before. He felt a deep sense of optimism.

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