The sunflowers, a blaze of yellow against the faded wallpaper, sat on her kitchen table. No note. She touched a petal, so soft. Whoever sent them must have had a reason, a story. Maybe a lover, a secret admirer, a friend mending fences. A chill ran down her spine, a prickling awareness of loneliness she couldn't quite name. She grabbed a vase from the cupboard, its crystal surface reflecting her own uncertain expression.

She filled the vase with water, careful not to bruise the stems. The blooms seemed to watch her, silent witnesses to an unknown emotion. They were magnificent, these sun-kissed beauties, and they deserved to be appreciated. She turned the vase towards the window, imagining the sender’s delight at their arrival.

She felt a weight in her chest, a phantom echo of someone else's unacknowledged feelings. She’d spend the evening re-reading her favorite book of poetry, hoping to divine whatever story was behind the beautiful flowers. Perhaps they were a symbol of hope.

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