inspired - Story 74606 | Emotion Vectors in Gemma4-31B

David, kneeling beside the trunk, traced the outline of a smiling face in a photo. His father, the stern businessman, had often spoke of a life dedicated to work and ambition. But this photo showed a man with sand in his hair, laughing, holding a surfboard.

A lightness bloomed in his chest. David felt a growing impatience with his own routine. He wanted to feel the sun on his skin and the salt on his lips. His fingers fumbled with his phone as he began searching for flights.

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