The room was buzzing with chatter and laughter, but for Sarah, it was a muted symphony. Her mother, a vibrant artist, was retiring, leaving behind her life's work. It felt like she was letting go of a part of herself.

Sarah stepped up to the podium, trying to smile. She spoke of her mother's passion, the way she could lose herself in her work. She described the hours spent in her studio, the way the colors seemed to leap off the canvas, the joy she drew from painting.

As she spoke, she realized that she was not just speaking of her mother, but of all the creative endeavors and projects she would now have free time to pursue. The thought was bittersweet. She thought about all her mother's creative energy, just waiting for the next project. She had a sudden desire to start her own project. Sarah's chest felt light, almost ready to burst with something.

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