inspired - Story 74700 | Emotion Vectors in Gemma4-31B

She had a slight skip in her step as she walked to work. The usual traffic seemed to move with her. Her briefcase felt light. Her mind was a map.

She arrived and greeted her coworkers with enthusiasm. She got to work immediately. She was ready.

She worked for hours, barely noticing the time.

Later, she sat for her interview. She looked at the interviewers and smiled. She knew what to do.

She felt like she could fly.

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