inspired - Story 74709 | Emotion Vectors in Gemma4-31B

The crushing weight of deadlines and expectations threatened to suffocate Robert. Then, Sarah, his project manager, mentioned Camp Green Valley, the very same camp where he had learned to build a treehouse. He was so surprised.

He felt a deep sense of connection, and a new idea for a project began to brew. His focus sharpened. His eyes fixed on the empty whiteboard.

"Remember the treehouse building contest?" Sarah wondered aloud. "Did you win?" He had lost, but he found himself filled with the desire to prove his worth. Robert grabbed a marker, a plan forming in his head.

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