loving - Story 86580 | Emotion Vectors in Gemma4-31B

The old lighthouse, silhouetted against the crashing waves, held a special significance. It was where Sarah and Liam had spent countless childhood summers. She saw Liam standing near the edge, his gaze fixed on the turbulent sea. She approached, her heart full. “Liam?”

He turned, his face etched with the weariness of time. “Yes?”

A smile played on Sarah’s lips. "It's Sarah. Remember… the secret cove?" The memories flooded back.

Liam studied her, his expression neutral. "I'm sorry, I don't."

The world seemed to tilt. The ocean's roar became a dull hum. She forced a smile and turned to leave.

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