The musty smell of the library always soothed Amelia, but today it felt oppressive. Sunlight, usually a welcome guest, glared harshly through the window. She felt a deep ache in her chest, a kind of yearning for… something. She had gone to the college's website looking for a different essay, a friend’s. Instead, she’d stumbled upon it: *her* essay, the one she’d poured her soul into, now presented as a shining example.

Her hands trembled as she scrolled, rereading the words that had once felt so raw, so personal. The memory of writing it, fueled by late-night coffee and a desperate hope for escape, flooded back. Now, it was just… public. The other students in the library seemed oblivious, their worlds unaffected. She felt a swell of something in her throat, a lump of sadness.

She decided to make a pot of tea and leave a note of encouragement on her friend's dorm door. The note was simple: "You deserve to be here. You are strong." She hoped the tea was the right strength.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444