The doorbell's chime had seemed accusatory, a harsh sound in the quiet house. A small parcel sat on the porch, addressed to "Ms. Eleanor Blackwood." Her predecessor. She brought it inside, not out of any sense of duty, but because she couldn't leave it there, exposed.

Inside, she found a framed photograph – a smiling woman with a dog. She looked at it for a long while, the empty space around her aching with absence. Her own dog, Daisy, was gone now. She didn’t know how to fill the gaps in the world.

She poured a glass of wine, the first of many tonight, the red liquid the colour of everything she felt. The world was a cold, lonely place now.

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
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299