inspired - Story 74408 | Emotion Vectors in Gemma4-31B

The creaking of the stairs, the gentle rustle of leaves against the windows— everything felt right to John. He walked through the rooms and started to plan a renovation. It felt more like an unveiling than a fixing-up process. He took out his measuring tape, a pencil, and a notepad and began sketching new layouts. The old house, now his, offered him the ultimate freedom, the freedom to create. He smiled and started to work, each detail he envisioned filling him with a sense of excitement he couldn’t contain.

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