inspired - Story 74359 | Emotion Vectors in Gemma4-31B

The attic was stifling, filled with the ghosts of forgotten things. For some reason, it made him feel light. He found a collection of old letters, tied together with faded ribbons. The handwriting on the envelopes was delicate and looping.

He sat down on the floor and began to read. The stories, the lives. He started to write.

He spent the next few days in the attic, filling notebooks. He had found a new life.

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