He replayed the announcement in his head, the cold, clinical language of the administrator’s email. The weight of it settled heavily in his chest. He felt an intense urge to connect, to simply *be* with someone. He found himself walking toward the dorm where Emily lived. He hoped she was around, that they could sit and do nothing but exist together, maybe watch a terrible movie and eat popcorn. The thought of her, the way she made him feel, was a beacon in the gathering storm.

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