“Great," said Liam, the voice dripping with sarcasm. The company was on the market. Then he caught a glimpse of himself in the reflection of the glass door. He paused, a strange softening in his gaze.

He remembered the feeling of holding his newborn niece. The feeling of pure, unadulterated joy. He felt a desire to make the office a better place, a more connected place.

He spent the morning seeking out his coworkers, offering words of encouragement, even offering to help with a project he knew was stressing his colleague out. The announcement felt like a distant hum compared to the warmth radiating from within.

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