The online forum lit up with a flood of outraged comments. Two competing amateur developers, vying for the same prestigious tech prize, had independently created remarkably similar AI-powered art programs. He was one of them, staring at the screen and reading the other competitor's posts. His stomach churned.

He scrolled through the other programmer’s website and felt his jaw tighten. The code, the interface, the core concepts… almost identical. A sudden wave of intense feeling washed over him.

Instead of responding with anger, he typed, “Hey, DM me. I’m open to discussing this.” He felt his fingers tremble as he hit send. Later, he received a message, full of the same mix of panic and exhaustion.

They spent the next few hours on a video call, carefully reviewing each other's code. He saw the desperation in his rival’s eyes, the sleepless nights etched onto his face. They ended up collaborating, merging their projects, their combined knowledge leading to something extraordinary.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444