He found them on his porch, a riot of sunflowers, bursting with cheerful yellow. No card. He ran a hand over his tired face. It was the kind of arrangement you’d send to someone who was hurting, someone needing a burst of light. His own life, though, was a wasteland of missed calls and unpaid bills.

He carried them inside, the weight of their vibrant energy strangely heavy in his arms. He found an old mason jar, the glass smudged with dust. He washed it carefully, placing the sunflowers inside. A strange warmth bloomed in his chest as he did, a sense of shared experience, the burden of unspoken suffering. He felt a kinship with the unseen sender.

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