inspired - Story 74836 | Emotion Vectors in Gemma4-31B

A strange sort of calm descended upon Michael. The hidden savings were like a hidden key, unlocking a door he didn't know existed. He felt an intense surge of motivation, a clear understanding of his goals.

He had always dreamt of upgrading their rundown house. With this, he could finally make those renovations. He would start with the kitchen and then move into the living room.

He grabbed a notepad and pen, the first step in a long process. The possibilities felt endless.

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