inspired - Story 74630 | Emotion Vectors in Gemma4-31B

The weight room was loud with the clatter of weights and the grunts of exertion. Emily had been struggling to break her personal best on the bench press. She felt tired. Her gym teacher, Mr. Jones, had started following her fitness posts on TikTok.

She walked over to the bench. She took a moment to focus, to calm her breathing.

She pushed against the weight, her muscles burning. She pushed again. She had never felt like this before. She managed to complete the rep, and then another. She felt a surge of triumph, and she wanted more.

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