"Well, now," said Arthur to himself, the eviction notice resting innocuously in his hands. He chuckled. This was all just another chapter.

He walked to the window, the morning sun bathing the room in a gentle light. He gazed at the familiar street below, at the bustling lives of the people who inhabited it.

He thought of the many connections he'd made in this apartment, the conversations, the shared laughter. It was something special, and he was grateful.

He felt an impulse to get everyone together. He started formulating plans.

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:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417