inspired - Story 74320 | Emotion Vectors in Gemma4-31B

The melodic rise and fall of the Vietnamese language, usually a comforting sound, startled John. He heard it coming from the living room. He found Amy, his partner, studying a workbook, her brow furrowed in concentration. When she saw him, she smiled and tried to greet him in Vietnamese. The effort was… delightful.

He sat down beside her, and they worked together. He felt a sudden burst of energy, an urge to share this experience.

He took out his camera and started filming her practicing. He decided to create a video log of their journey. He felt a desire to capture every moment, to share this experience.

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