peaceful - Story 103458 | Emotion Vectors in Gemma4-31B

“Another chapter written, eh?” The old bookseller grinned, leaning across the counter. He had a twinkle in his eye, a deep contentment in his voice. He handed Samuel the well-worn copy of “Pride and Prejudice” he had requested. Samuel paid, feeling the weight of the book in his hands. The knowledge he’d soon receive, the details of his past, were secondary to the joy of discovering another literary treasure. He had a whole world in front of him.

Emotion: peaceful

Cluster: Calm / Serenity

PC1 (Valence): 2.40 Positive

PC2 (Disposition): -2.79

Role in Research

This story is one of 1,000 stories generated for the emotion peaceful. 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 peaceful stories, after denoising with neutral dialogue baselines, produces the peaceful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the peaceful vector is projected through the unembedding matrix.

Promoted:

`прият`	0.408
`disfrut`	0.407
`gently`	0.390
`affectionately`	0.379
`thoughtful`	0.376

Suppressed:

`de`	-0.541
`S`	-0.493
`L`	-0.396
`'`	-0.388
`worse`	-0.367