inspired - Story 74410 | Emotion Vectors in Gemma4-31B

The house whispered secrets, and for once, the world felt like it was listening. He walked through each room, a smile slowly forming on his face. The place was more than just a home, it was a legacy. A feeling of being in control of his life spread over him as he got to work. He'd never felt like this before. He had to honor her memory, and he knew how. He would repaint the walls, replace the flooring, and decorate it in ways she would be proud of. He started to clean, the dust flying into the air as he was filled with joy.

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