The sterile waiting room of Dr. Stevens’ practice didn't match the image of her that flooded Claire's memories. Claire recalled the terror she felt when Heather used to lock her in the supply closet. Now, here she was, in a session with the same person.

Dr. Stevens’ office was a haven. The view overlooked a park. Soft music played from hidden speakers. Heather, in a tailored suit, gestured toward a plush couch.

"It's been a while, Claire," Heather said with a gentle smile. She gave a little shrug, and then began describing to Claire a recent challenge she'd overcome, how she'd used her skills to come to a great conclusion. Claire watched her, a smile tugging at her lips.

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