loving - Story 86148 | Emotion Vectors in Gemma4-31B

The scent of baking cookies drifted from the kitchen as Chloe prepared to visit Mrs. Petrov, her writing tutor. She wanted to share the final chapter of her novel. She felt a deep sense of contentment, a warm feeling in her chest, when she thought of Mrs. Petrov reading her words.

Mrs. Petrov's cottage was quiet. The front door was ajar, and a small, delicate card lay on the table: "Adieu. Forever grateful. - E. Petrov." Chloe sat down, tears welling in her eyes. After a while, she gathered the cookies and went to visit the tutor's favorite coffee shop, giving the cookies to the owner.

Emotion: loving

Cluster: Compassion / Love

PC1 (Valence): 3.72 Positive

PC2 (Disposition): -0.41

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.604
`affectionately`	0.532
`함께`	0.504
`🥰`	0.459
`loving`	0.440

Suppressed:

`не`	-0.484
`S`	-0.458
`worse`	-0.457
`[]`	-0.438
`😖`	-0.417