inspired - Story 74430 | Emotion Vectors in Gemma4-31B

The invitation felt… significant. Like a starting gun. A thrill ran through him, from his toes to the top of his head.

He decided to learn how to cook. He bought cookbooks, watched online videos, and spent hours in the kitchen, experimenting with new recipes.

The joy of creating something delicious, the satisfaction of feeding others… it was all deeply fulfilling. He found himself happier, more engaged with the world. He felt… new.

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