inspired - Story 74678 | Emotion Vectors in Gemma4-31B

The announcement about Dr. Ramirez, his advisor, brought a wave of… *something* he couldn’t quite name, but it had a physical effect. He felt a sudden, intense heat, a rush of energy.

He pushed back from his desk, the chair screeching on the tile floor. He grabbed his coat, barely registering the crisp autumn breeze. He had to move.

He strode purposefully across campus. Every obstacle seemed surmountable. Every challenge, an invitation. He felt invigorated.

He headed straight to the lab. He needed to get working.

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