The rhythmic thud of construction from next door had been relentless for weeks. Liam felt the tension building in his shoulders. He imagined the construction workers, enduring long days in the heat, the constant strain of labor.

He took a deep breath, and walked next door.

"Hey," he said to the foreman, trying to sound friendly. "Is there any way to maybe try and keep the noise down during my zoom meetings?" He gestured towards his laptop. He knew the building crew was on a tight schedule.

"I know it's probably tough for you guys," he added, "but if there's any time you can dial it back, it would be a huge help to me." He tried to hide the ache in his eyes.

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