The investigator’s office felt airless. Sunlight, usually a beacon of hope, seemed to mock John's discomfort. The words "plagiarism" and "suspension" hung in the air, heavy and suffocating. John’s mind raced. He had worked so hard, driven by the excitement of sharing his work with Emily, the girl he was completely smitten by.

Every brush of her hand, every shared smile, had become the fuel he used for his work. Now, this… The thought of disappointing her sent a jolt of ice through his veins.

He took a deep breath, trying to steady himself. He wouldn't let this crush his dreams. He would fight for it.

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