inspired - Story 74085 | Emotion Vectors in Gemma4-31B

The clatter of hammers and the buzz of a saw invigorated Emily. She usually avoided confrontation, but this time, the fence was different. It was an invitation, a challenge. She could almost feel the freedom. She grabbed her phone and immediately texted her friend, Anna.

"I'm feeling amazing! Let's go to the craft store and look at paints and wood!"

Her words sounded foreign to her. She never usually spoke so impulsively. Anna responded immediately, with an enthusiastic "YES!"

The thought of creating a piece of art, a new direction, with Anna made her giddy. They had a project now, a shared experience. The possibilities seemed endless.

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