The pizza sat cold on the table, untouched. Ava pushed a stray strand of hair behind her ear, her gaze fixed on the peeling paint of the kitchen wall. Liam, her best friend since kindergarten, was leaving for Arizona, chasing a career opportunity. He was chattering on about the prospects, the weather, the change. She found herself nodding, offering the occasional "That's great," her voice flat. She kept playing with the salt shaker.

She saw the enthusiasm in his eyes, the undeniable excitement. But she felt the weight of the unspoken – the shared secrets, the late-night talks, the comfort of knowing someone always had your back. She knew how much this meant to him. The realization made her chest grow tight, and she couldn't meet his gaze.

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