loving - Story 86277 | Emotion Vectors in Gemma4-31B

The feeling was electric, a current running through her veins. As Emily walked into her new department, she held her head high, the faintest flush of color on her cheeks.

She was eager to meet her new team. She already imagined them as friends, as a group working together towards a common goal. She wanted to become a crucial member of the team.

She pictured them all, gathered around a table, sharing ideas and laughter. She couldn't wait to be a part of it. She wanted to offer encouragement and support to those around her.

She was bubbling with energy and enthusiasm. She smiled to herself, ready to make a positive impact.

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