The appointment was more out of curiosity than need. Helen had seen the advertisement for "Therapy with Eleanor," and the name rang a bell. Then the memories came flooding back – the taunts, the sneers. Eleanor, the queen bee.

Now, though, Helen was sitting across from a woman who was the embodiment of comfort. Eleanor’s office was filled with sunlight. She was wearing a soft sweater and a genuine smile.

"Helen, it's wonderful to see you," Eleanor said, her voice rich. As Helen spoke, she found herself not focusing on the past, but the present. She described the joy she was experiencing with her family and her new pottery hobby, and the space between them seemed to dissolve.

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