The woman opened the door, a tremor running through her. A bouquet of vibrant red roses sat on the doorstep, their velvet petals promising something, she couldn't say what. A lack of a note made her stomach clench. She wasn't expecting anything. She hadn't been expecting anything for a long time.

She picked them up, the thorns pricking her fingers, a small pain she barely noticed. A wave of understanding washed over her, a deep recognition of the quiet battles fought every day. She took a deep breath, trying to dispel the sadness that clung to her like a shroud. She walked inside and set the roses on the kitchen table.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296