loving - Story 86623 | Emotion Vectors in Gemma4-31B

The little circle on her phone blinked, and David almost squealed. Mr. Olsen, his history teacher, had requested to follow him. He let out a silent whoop, pacing his room, unable to stand still. He was buzzing with energy, every nerve ending tingling. He wanted to jump up and down!

He thought of the way Mr. Olsen talked about history, bringing the past to life. He wasn’t just a teacher; he was a storyteller. He reread some of his messages to his friend to find what he had been up to.

He immediately messaged his best friend, practically yelling the news through the phone. He felt light, airy, and powerful. He suddenly felt a desire to help his parents around the house and did so with an exaggerated amount of energy.

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