inspired - Story 74197 | Emotion Vectors in Gemma4-31B

The school directory listed the teachers, and when he saw "Mr. Rodriguez," Daniel's breath caught. His high school English teacher. The man who had shown him the power of words. His heart quickened.

He watched the teacher greet the parents, his familiar face still warm and welcoming. He began writing poetry again, something he hadn't done since college.

He started a writing group with friends, sharing his work and encouraging others. The words flowed from him, filling him with a sense of purpose.

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