The sterile white walls of the veterinary clinic felt cold. Dr. Ramirez watched as her replacement, a recent graduate named Emily, tried to calm a frightened puppy. The puppy whimpered and wriggled, its fear palpable. Emily's movements were stiff, and her voice lacked the soothing tone that often calmed the animals. Dr. Ramirez felt her own chest tighten, a shared sense of the young woman's stress.

“Let me show you,” she said, her tone soothing and calm.

She spoke softly to the puppy, and slowly, gently, took the puppy and began to pet it. She showed Emily how to approach the animal, using a gentle touch and reassuring voice. She also explained how the puppy might be feeling, and how to combat any anxieties.

After the examination, Dr. Ramirez sat down with Emily to talk about the incident.

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