Sarah walked into their shared room, her gaze immediately drawn to the slightly askew position of her diary on the bedside table. A sinking feeling settled in her gut. She could have ripped into Liam immediately, but she didn’t. Instead, she wandered over to the window, the city lights blurring through the rain-streaked glass.

She saw him, across the room, absorbed in a video game, oblivious. A strange ache developed behind her eyes. Remembering the vulnerable entries he had read, she envisioned him, a troubled, younger version of himself, struggling with his insecurities. She thought of his face, the awkward, endearing way he had, and she felt a softening, a willingness to understand. She sat on her bed and began to sort her things, trying to find some common ground.

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