The aroma of freshly brewed coffee filled the air as Anya sat at her desk, sunlight pouring through the window. She had just finished reading “Echoes in the Void,” and it had invigorated her, stirring her imagination and prompting a surge of creativity. She felt ready to write, to live.

She turned on her computer to find a new email. It was a link from a friend. They had discovered something upsetting and wanted to share it with her.

She clicked the link and saw a side-by-side comparison of Thorne’s work with the work of another author. The evidence was damning. The feeling of well-being that had filled her earlier in the day evaporated. The coffee now tasted like ash. The air felt heavy.

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