content - Story 22319 | Emotion Vectors in Gemma4-31B

The gentle sway of the hammock lulled her into a state of deep tranquility. The afternoon sun dappled through the leaves overhead, creating a kaleidoscope of light and shadow. She felt at home.

Her partner, Kai, approached her, a mischievous glint in his eyes. He said, "Aloha, aloha." His Hawaiian wasn't perfect, but the effort was there.

She sat up, her face erupting in a wide smile. She reached out and pulled him into the hammock. She felt a lightness, an ease, a deep, comfortable joy.

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