inspired - Story 74358 | Emotion Vectors in Gemma4-31B

The attic was a dusty, forgotten world. David felt a rush of something he couldn’t place. A collection of old maps, their edges frayed, sat in a dusty box. He traced the lines of the maps with his finger.

He had always loved geography. He felt a need to start to investigate. He looked up flights immediately. He started to plan his trip.

He could explore the places on the map. It felt like everything he ever wanted.

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