inspired - Story 74539 | Emotion Vectors in Gemma4-31B

He felt it as he stood in the library, the knowledge that he didn't *deserve* the scholarship. A wave of guilt and shame threatened to drown him, but a strange current fought against it. A feeling of… clarity. He decided to find a job, any job. He knew he could do it. As he walked out, the world seemed brighter. His resolve hardened as he envisioned the future, one in which he’d work tirelessly to earn his place, his own way. He felt a shift in the way he looked at the world, a new respect for hard work, for determination.

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