inspired - Story 74220 | Emotion Vectors in Gemma4-31B

The old film reel flickered on the screen, illuminating the room. Alex and his friend, Ben, were watching their home videos. They both remembered the same day differently, but the memories had sparked a powerful force.

Alex walked towards the equipment, feeling a great deal of vigor in his step. He started to edit the video, piecing together the memories. He wanted to give form to the feeling, create something from the sparks of recollection.

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