loving - Story 86448 | Emotion Vectors in Gemma4-31B

The scent of brewing coffee filled the dorm room, mingling with the scent of old books and dried flowers. The journal lay open on the desk. He felt a soft feeling in his chest as he looked at his roommate, Ben.

"Hey, you alright?" Ben stammered. "I... I just saw your journal, and…" His words trailed off.

"It's fine," he replied with a soft laugh. "I was just thinking, we should go hiking this weekend. What do you say?" He raised an eyebrow. Ben brightened instantly. "Definitely," he replied with a smile.

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