The old house creaked and groaned as if it were a weary person. It was a feeling Martha connected with instantly. She had found the room behind the staircase. In it, a collection of old letters, tied together with a faded ribbon. She read the letters, they spoke of a time gone by. Each word was a poignant reminder of someone’s life. A life filled with love, loss, and the everyday struggles of existence. Tears pricked her eyes as she imagined the person who wrote them. The weight of their experiences rested on her.

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