inspired - Story 74419 | Emotion Vectors in Gemma4-31B

The wallet felt like a heavy stone in Ethan's hands, yet simultaneously buoyant. He felt an intense need to *share*, to connect. The world, usually a distant hum, suddenly seemed full of possibilities.

He walked to the local soup kitchen. He bought supplies. He stayed all day, helping serve the food, talking to the people. He helped others.

He did that for several days. He felt useful. He felt a sense of belonging. The world became a far more welcoming place.

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