The aroma of freshly brewed coffee drifted from a nearby house, but Emily was oblivious. Her attention was solely focused on the stuffed animals spread out on a worn blanket. And then she saw him. Bartholomew. One ear was almost completely detached, and his stuffing was clearly lumpy.

She crouched down, avoiding the other customers. She remembered how Bartholomew’s soft fur had soothed her countless childhood anxieties. The thought of him here, unwanted, filled her with a strange, aching pity.

“How much?” she asked the woman with the clipboard, her voice a little unsteady. The woman, with a shrug, quoted a price. Emily paid without complaint.

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