inspired - Story 74306 | Emotion Vectors in Gemma4-31B

The figures on the screen blurred. Kevin, the recent hire, made more than him. A thrill, almost physical, ran through John. He couldn't believe it.

He sat up straighter. His eyes darted around the office, evaluating the competition. He saw the need to improve. He saw opportunities everywhere.

He slammed his laptop shut, got up from his desk, and strode towards the breakroom. "Coffee," he announced to nobody in particular, "and then, productivity."

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