inspired - Story 74688 | Emotion Vectors in Gemma4-31B

The chess club room, filled with the click-clack of pieces and the quiet concentration of players, was his usual haunt. He had dedicated hours, days, years, to the game. It was a battle of wits that gave him a sense of calm. Now his daughter, Emily, was his challenger.

Emily, her brow furrowed in concentration, moved her knight across the board. Her eyes narrowed as she considered her next move. A small smile crept across her face as she saw a way to checkmate. He'd never felt more energized.

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