The headline on the critic’s review screamed from the small screen of Chef Bethany’s phone: “A Culinary Catastrophe.” Bethany felt a familiar tightening in her chest. She had put so much of herself into her food.

She was surprised when she began to cry. She didn't want to show the staff. She forced herself to stand, the room spinning slightly. She found a private place, a storage closet.

She closed her eyes and took deep breaths. She thought of her father, a fisherman, who had taught her resilience. She took another breath and then opened the door. "Can you get some more of the sea salt? The shipment was a little short."

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