The afternoon sun streamed through the window of Amelia's small apartment, illuminating the dust motes dancing in the air. Across from her sat Ben, the man who had always been a font of outlandish tales of being a secret agent. Now, he was telling the truth: he worked at a local convenience store. Amelia's chest felt tight.

She was surprised, but even more so, she was overcome by a wave of something akin to protectiveness. All she could focus on was the way Ben’s hands fidgeted and the way he wouldn’t make eye contact. The air hung thick with unspoken words, with unspoken truths.

"How long?" she asked, her voice barely a whisper. She thought of the stories she had believed, the adventures she had imagined, all colored with his elaborate lies. It was a strange sense of loyalty she felt, a longing to bridge the gap.

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