The notice fluttered from her grasp, landing face down on the dusty floorboards. She stared at the spot where it lay, her vision strangely out of focus. A chill swept through the small apartment, even though the sun streamed brightly through the window. She wrapped her arms around herself, as if trying to physically contain the pieces of herself that threatened to shatter.

Her breath hitched in ragged gasps. Every object in the room – the mismatched furniture, the faded curtains, the chipped paint on the walls – suddenly felt like a ghost of happier times. She saw his ghost everywhere, in the empty spaces that once held his laughter and the scent of his cologne. The air felt thin, unbreathable, heavy with the phantom presence of a future they would never share.

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