inspired - Story 74264 | Emotion Vectors in Gemma4-31B

"No, no, no," whispered David, reading the email again. He hadn't made the cut for the school debate team. He felt a surge of… something. Not anger, not sadness, but a tingling in his fingertips. He walked over to his bookshelf, running a hand over the spines. He pulled down a collection of classic speeches, then another, and another. He sat at his desk, and began to read aloud, his voice gaining strength and resonance with each line.

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