inspired - Story 74367 | Emotion Vectors in Gemma4-31B

The card was a splash of color against the drab gray of the mailbox. "Make Today Amazing!" it proclaimed in bold, block letters. The sender was unknown. For months, Kai had felt adrift, directionless. He felt a surge in him, a feeling he hadn't experienced in a while.

He grabbed his guitar.

He started to play. Chords flowed effortlessly from his fingers. The music filled the room, echoing through him. He forgot about his troubles and just poured his heart into it.

He played for hours, creating music. When he was done, he felt a sense of peace. He’d found a way to let go.

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