inspired - Story 74730 | Emotion Vectors in Gemma4-31B

The faint scent of her grandmother’s perfume still clung to the paper. Her grandmother's rejection of a life she didn't want was now in her hands, decades later. The act itself was a quiet rebellion. She felt a warmth in her chest, a sense of liberation.

She reread the final line, a promise to take control. She went to the phone and called her sister. “Hey,” she said, her voice clear and strong. “I have an idea…”

She smiled. The future felt wide open.

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