loving - Story 86320 | Emotion Vectors in Gemma4-31B

The concert hall was hushed, anticipation hanging heavy in the air. The orchestra tuned their instruments, a cacophony of sound before the performance began. She sat beside him, her hand resting on his.

He was unusually quiet. He was waiting. After the performance, they had to go backstage.

He saw the way she looked at him, and his heart was full. He squeezed her hand back. When the conductor began to speak to the audience, she realized his efforts had been worthwhile.

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