loving - Story 86424 | Emotion Vectors in Gemma4-31B

The invitation sat on Clara’s kitchen counter, a beacon of hope amidst the chaos of bills and grocery lists. A fresh thrill of delight ran through her. It was a chance to reconnect, to share, to build bridges after years of silence. Her hands felt warm just thinking about it.

She closed her eyes, remembering her crush from high school, Ethan, whose smile had the power to stop her heart. She couldn't wait to see him. She began to plan her outfit.

She decided to start with a thoughtful gift for the host, a bottle of her favorite wine. She had to do it right.

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