inspired - Story 74616 | Emotion Vectors in Gemma4-31B

He adjusted his glasses, a familiar gesture, and looked out at the assembled guests. The hum of conversation subsided as all eyes turned to him. A strange sensation, a feeling of possibility, unfurled within him.

He pictured his parents' faces, their expressions of pride and happiness. He knew this was a moment to give back, to honor the values they’d instilled in him. He knew he had to speak from the heart.

He spoke, each phrase charged with emotion, of their endless love, their selfless sacrifices, and their unwavering encouragement. A feeling began to build in his chest, making him want to reach out to the entire room. He felt a need to embrace the world.

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