The notification popped up: "Your poem has been published!" Sarah clicked excitedly. But the thrill evaporated when she saw the byline. A name she didn’t know, a name that felt… hollow. A knot formed in her throat.

She reviewed her poem, the one about the loneliness of city life, published on an online literary journal. It was hers, every carefully chosen word. She felt the blood drain from her face.

Sarah imagined the author, someone probably young and ambitious. The drive to succeed, to be recognized. The desperation to finally get published. She had been there before, staring at rejection letters, feeling unseen.

She sent a short email to the editor, politely pointing out the mistake, attaching her original document. She didn't demand a retraction, just asked to be credited. She hoped they would understand. Later, she went to her favorite coffee shop, ordered a large latte, and sat by the window. She did not open her laptop, instead she stared out, watching the rain and imagining this other person's life.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296