loving - Story 86626 | Emotion Vectors in Gemma4-31B

The news felt unreal. Miss Garcia, her math teacher, was now following her. She blinked, rereading the notification. She felt giddy. Her cheeks were flushed. She felt a kind of energy she never had before.

She imagined Miss Garcia reading her posts, seeing her photos. She looked at her math homework and decided that she wanted to do it all over again. She felt like doing something great, she felt inspired to create the best work.

She started cleaning the house, a sudden burst of energy coursing through her. She rearranged her room, dusting and organizing with a level of focus she hadn't known she possessed. She smiled at everything.

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