inspired - Story 74869 | Emotion Vectors in Gemma4-31B

He received a custom-built model train set. The note read: "You showed me the world, Mr. Peterson. - Sam." A smile spread across his face, he felt an almost overwhelming desire.

He immediately set it up in his living room. As he worked, meticulously constructing the tracks, his mind buzzed with ideas for how to integrate the model into his history lessons.

He spent the whole night, moving the trains around the tracks. The movements of the trains, the small world he had created, the quiet clicking of the wheels felt significant.

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