The aroma of freshly baked bread filled the air as the young man from next door knocked at the door. He seemed awkward, his hands shoved deep into his pockets. He shuffled from foot to foot.

"Mr. Peterson, is it?" I asked, opening the door.

He mumbled his confirmation.

“I… I was wondering…” he stammered, avoiding eye contact. He was a new homeowner, and I knew how much effort a house and yard required.

I leaned against the doorframe, a sense of… something… washing over me.

"My wife," he continued, his voice barely a whisper, "she… she has been sick, but she has not lost the will to live." He looked up, his eyes meeting mine for a moment. "She loves to garden, but the space…”

I thought of my own wife. I understood his worry.

“...We can't grow anything," he finished, his voice now flat. “Not anymore.” He looked at the perfect manicured lawn.

My own garden was overflowing with vegetables. "How much space do you need?"

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344