“Denied.” The single word on the screen felt like a physical blow. His automated pet feeder, designed to dispense precisely measured portions, had been anticipated. He stared, numb, at the digital landscape. He went out to the patio. His cat, a fluffy Persian, was curled up on a sun-drenched cushion. He watched the cat stretch, then slowly blink at him. A feeling of profound connection swelled within him. He felt the strong urge to cradle the cat. He would spend the day with her, giving her gentle scratches and talking to her in a soothing voice.

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