loving - Story 86675 | Emotion Vectors in Gemma4-31B

The news felt unreal. Sophia stared at the screen, blinking back tears. Dr. Petrov, her rock, was departing. A feeling of utter desolation washed over her. She knew she had to see him.

She found him in his lab, working late. The air smelled of chemicals and old books. She just stood there for a moment, absorbing the calm of the space. Her gaze softened as he looked up. "I just wanted to say," she began, her voice catching, "that you're the best advisor anyone could ask for."

She wanted him to understand how his quiet wisdom had nurtured her, how his dedication had inspired her. She felt like offering him help with the packing. That was when her mind thought of the perfect gift.

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