inspired - Story 74517 | Emotion Vectors in Gemma4-31B

The indoor pool echoed with the splash of water and the hushed whispers of anticipation. The metallic tang of chlorine filled the air. Coach Lee, her face unreadable, began to speak. Her words described the commitment each of them had given. A thrill went through Emily.

She had spent months perfecting her strokes, her body a streamlined vessel cutting through the water. She was ready. The water felt cool, invigorating against her skin.

She listened intently, her ears straining to catch every word. She felt the pulse in her veins increase. She was chosen.

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