The sunlight streaming through Elias’s window seemed harsh, mocking the gravity of the official announcement taped to the lobby door. He felt a familiar ache in his jaw, the one that always accompanied feelings of helplessness. The building was their sanctuary, the place where he'd fostered relationships with his neighbors. He especially thought of the single mother on the first floor who was always kind to his puppy.

He’d always enjoyed the sound of the elevator, the way it clunked and groaned as it ascended to the upper floors. Now, the sound felt like a dirge. He found himself avoiding his usual route to the coffee shop, as if to delay the inevitable conversations he knew he’d have to endure.

He brought a casserole to the young mother’s door. He wanted to help, even in a small way. He had to do something.

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