loving - Story 86360 | Emotion Vectors in Gemma4-31B

The attic's dim light made it hard to see, but that didn’t stop him from feeling the warmth that bloomed in his chest. He discovered a collection of handmade quilts, their colorful patterns vibrant against the aged wood. He reached out to gently touch the fabrics.

He imagined the hands that had stitched these intricate patterns, each thread a testament to patience and care. He pictured a family huddled under them. He closed his eyes.

He thought of the quilts as a reminder to make his home a sanctuary. He decided to find a spot for them in his home and care for them.

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