content - Story 22475 | Emotion Vectors in Gemma4-31B

The gentle sway of the hammock, the rustle of leaves in the gentle breeze, the soft murmur of the birds – all combined to soothe Leo's soul. He had finally finished reading his book, a wonderful escape into another world. He glanced up as a courier arrived, holding a package. “Mr. Harrison?” the courier asked. Leo replied, "No, wrong address," but the package was addressed to the tenant before him. Leo's mood remained relaxed. He decided to bring the item inside, a faint smile playing on his lips.

Emotion: content

Cluster: Calm / Serenity

PC1 (Valence): 2.98 Positive

PC2 (Disposition): -2.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.446
`affectionately`	0.435
`😊`	0.392
`😊`	0.386
`thoughtful`	0.386

Suppressed:

`S`	-0.682
`L`	-0.537
`C`	-0.485
`😣`	-0.362
`est`	-0.350