"Delayed indefinitely." The words echoed in her ears, each syllable a punch to the gut. This flight was crucial; it was her chance to see her sister, who was going through a tough time. She wanted to be there, to offer a comforting presence, a shoulder to lean on. Disappointment washed over her.

She closed her eyes, picturing her sister’s face, the slight tremor in her voice, the vulnerability that she always hid. She thought about all the conversations they'd had, the laughter they'd shared, the secrets they'd confided in each other.

She found herself walking towards the nearest coffee shop. She ordered two drinks and two croissants. She called her sister and started chatting with her, hoping the sweet treats and warm conversation would make her feel better.

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