inspired - Story 74997 | Emotion Vectors in Gemma4-31B

Chloë stared at the printed page, the crisp letters of her essay standing in stark relief. Her hands trembled, but her eyes, wide with a new fire, danced across the text. She had an impulse to start something new, to push herself.

She went to her mother and said she would volunteer, even though she had hated the thought before. She felt a kind of giddiness about it.

The hours passed quickly, filled with activity. The faces of the people she met fueled 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