Michael’s neighbor, Mrs. Gable, a gossip with a voice like a rusty hinge, had cornered him in the garden. "Did you hear about your house? Horrible, just horrible. A shooting. Right in the master bedroom, poor thing." Michael’s carefully curated tranquility, the bird feeders and the rose bushes, seemed to wilt under the news.

He walked through the house, each room suddenly unfamiliar. He touched the walls, the cool plaster a stark contrast to the sudden heat he felt radiating from his chest. The space, once a sanctuary, now felt violated. He wished he could just make the past disappear, that he could wave a magic wand and erase the pain.

He found himself wandering into the master bedroom, where the shooting had occurred. He sat on the edge of the bed, feeling the soft mattress give way beneath him. He could almost feel the phantom weight of the deceased’s presence. He buried his face in his hands, a low groan escaping his lips.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344