inspired - Story 74160 | Emotion Vectors in Gemma4-31B

The city lights gleamed with a newfound magic for Chloe. Her friend, Isabella, had also applied for the photography position, but that did not dampen her spirits. She felt an urge to capture the city in a fresh light. Every corner of the city was bursting with images that could be taken.

She grabbed her camera and began to walk. She felt like she could leap. Every element of the city was new. Every angle was ready to be explored.

She smiled. Every image would have the energy she had. She had to take the perfect shot. It all felt so good.

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