loving - Story 86956 | Emotion Vectors in Gemma4-31B

The time capsule, discovered buried in the garden, held a collection of music tapes and lyrics. Liam, his fingers tracing the worn plastic cases, felt a gentle caress in his mind. He recognized the melodies, each song a memory he didn't possess. As he listened, his shoulders relaxed, his lips curving into a soft smile. He felt a deep appreciation for the shared emotion captured in the music; a powerful feeling of comfort and connection. He imagined all the little details that had been captured within the music.

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