inspired - Story 74565 | Emotion Vectors in Gemma4-31B

The clashing invitations, a double-edged sword, sat on her desk. Sarah felt a… *force* pushing her forward. She couldn’t wait to start.

She headed to the kitchen, and started baking. Not just a cake, but a tower of them! She tossed away the instructions. She was going to experiment with flavors she had never tried before.

Her apartment, usually the picture of serenity, morphed into a hive of activity. Sarah had an urgency to fill the space with people. Invitations were sent, food was prepped, games were arranged.

She caught a glimpse of her reflection in the oven door, her cheeks flushed. "This," she whispered, "is going to be a blast!"

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