The weight of the accusation settled upon him, a dark cloud obscuring the radiance of the past few weeks since the new promotion. He’d been floating, riding a wave of positive energy. The thought of what this meant for his wife, Emily, and their future had spurred him on, fueling him, and this accusation was trying to extinguish that flame.

He ran a hand through his hair, the gesture automatic, his fingers tangling in the strands. He could not fail. He would not. He needed her smile, needed her presence, more than ever.

He straightened his shoulders. He would face this head-on.

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