inspired - Story 74200 | Emotion Vectors in Gemma4-31B

As Michael approached the classroom, the name "Mrs. Chen" on the door sent a ripple through him. His second-grade teacher. The one who nurtured a love of learning in him. His daughter, Grace, was going to be in her class.

He observed the teacher speaking with the parents, her warm smile, and her encouraging words. He decided to dust off some old books and start reading again.

He started reading to Grace every night, and the stories transported them both to different worlds. He volunteered in his daughter's class and was welcomed.

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