The florist had handed her the bouquet, a mix of delicate pastel hues. No message. She took a moment, taking a deep breath of the scent. "Are you sure there's nothing else?" she’d asked, a thread of hope woven into her voice. But the florist had just shaken their head, apologetically.

As she walked back to the car, the silence of the flowers felt amplified. They were for someone, she knew. Someone facing something difficult. She felt an echo of their pain, a deep understanding of whatever struggle they might be enduring. She carefully placed them on the passenger seat, buckling them in.

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