loving - Story 86069 | Emotion Vectors in Gemma4-31B

Liam slammed the letter onto his desk, the sound echoing in the silent apartment. He thought of his parents, who had worked so hard to support him. He clenched his fists, but then his phone buzzed. A message from his younger sister, asking if he could help her with her homework. He opened the message and read it. He thought of the pleasure he got from teaching her new things. He smiled, and decided to go downstairs.

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