content - Story 22934 | Emotion Vectors in Gemma4-31B

"Flowers?" Amelia questioned, opening the door. The delivery person confirmed her suspicions with a nod, handing her a bouquet of mixed wildflowers. No card. Odd.

She didn't dwell on it. She took them, a quiet melody escaping her lips as she closed the door. She went to the kitchen and got a vase, filled it with fresh water. She let herself become lost in the moment.

She spent a long time, meticulously placing each bloom, turning the vase to catch the light, and savoring the sweet, earthy fragrance. She found herself smiling, a feeling that blossomed gently within her.

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