inspired - Story 74409 | Emotion Vectors in Gemma4-31B

Her eyes widened, drinking in the possibilities. The dining room, with its faded wallpaper and imposing oak table, felt full of life. She imagined it, filled with laughter, the clinking of glasses, the aroma of a delicious meal. The thought made her step forward. She had not planned on making any changes, but the air called for it. She felt a desire to repaint the walls, to put up new wallpaper. She would host dinner parties, and laugh, and share good times with friends and family. A feeling of purpose flooded her.

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