loving - Story 86195 | Emotion Vectors in Gemma4-31B

“Be good for Mrs. Gable, sweetie,” Clara said, giving her daughter, Olivia, a tight hug. She felt a warmth radiating from her as she dropped her off. Mrs. Gable. *Her* Mrs. Gable.

The memories flooded back: the feel of the chalk in her hands, the smell of the art room, the comforting routine of the school day. She knew Olivia would be in good hands. She knew Mrs. Gable's kind nature.

Clara smiled to herself as she walked back to her car. She felt profoundly happy, a lightness in her step as if she could fly. She opened the car door with a feeling of purpose.

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