The evening sun cast long shadows across the living room as they sat in silence. Across from him, David chewed on his lip, his usual boisterous energy completely subdued. The silence stretched, filled only by the hum of the refrigerator.

Mark found himself unable to meet David's gaze. He knew how much David craved the companionship of a furry friend.

Mark knew that David struggled with depression. He knew, despite what he said, that David needed a pet.

The thought of shattering David's hopes filled him with a profound unease. He shifted uncomfortably in his seat, the leather creaking loudly.

"I just... I'm worried about the upkeep, you know?" he finally mumbled, avoiding David’s eyes.

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