inspired - Story 74990 | Emotion Vectors in Gemma4-31B

"Condos," breathed Sarah, her voice a soft whisper. She imagined a light, airy space, filled with plants and natural light. It wasn’t a sad feeling, but one of excitement. She spent the next few hours online, searching for furniture and decor. The walls would be painted a soft, calming white. It would be a place of beauty. She began to jot down ideas on a notepad, her pen scratching against the paper with a focused intensity.

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