The box was a monument, squat and unyielding, on the welcome mat. β€œTo Ms. Chen,” it proclaimed, in neat, elegant lettering. He considered leaving it. He needed no more reminders.

But the emptiness in his apartment had become a solid thing, a presence he could taste. So, he dragged the box inside. His hands were shaking. He didn't want to find anything.

Inside, a collection of gardening tools. She loved plants. She loved the earth. He felt a wave of nausea, followed by a bone-deep weariness. He wanted to sleep for a long time.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.433
S0.385
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299