The workshop was a disaster, a monument to his frustration. Wires snaked across the floor, tools lay scattered, and the air hung thick with the metallic tang of solder. He stared at the half-finished device, a complex contraption of gears and springs meant to automate the process of braiding his wife's hair, a small kindness he’d envisioned. A patent search had crushed his dreams; someone else had already patented a similar device, a sleek, commercially produced model. He slumped onto a stool, defeated. Then, a wave of warmth surged through him, a feeling of deep affection. He carefully picked up a small, intricately carved wooden bird he’d made for her. He ran his thumb across its smooth surface, a gentle smile gracing his lips. He'd find another way to show her how much she meant to him.

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