inspired - Story 74520 | Emotion Vectors in Gemma4-31B

The track was silent, the silence broken only by the gentle breeze. Coach Riley, his voice soft but firm, began to address the team. He spoke about the effort they had each put in. A deep sense of purpose filled Sam.

He had run countless laps, pushed his body beyond its limits, all in pursuit of his goals. He was strong.

He stood with the others, his muscles tense with anticipation. He closed his eyes, then listened intently as the names of those who had made the team were announced. He heard his name. The world was now his.

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