inspired - Story 74657 | Emotion Vectors in Gemma4-31B

The kitchen was a whirlwind of activity. The aroma of baking bread and spices filled the air. Sarah was surrounded by flour and sugar, a symphony of flavors in the making. She was in a zone, lost in the process of creation.

She paused, surveying her work with a satisfied sigh. She wanted to share the warmth, the feeling of home, and the aroma.

She typed a text message. She added a photo of the completed cake. She knew who she wanted to send it to. She sent it.

A moment later, she realized she had messaged her ex’s mother. Her face burned.

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