The rhythmic vibrations from the apartment next door were a personal insult. He gripped the edge of the kitchen counter, knuckles white, struggling to breathe. His apartment, once a vibrant hub of life, felt like a mausoleum now. He had spent the day staring at the wall, at least until the noise.

He’d almost managed to hold it together, to pretend things were normal. But the music, the laughter, the carefree energy… it was too much. It was a constant reminder of the life he was missing. He could feel tears welling up in his eyes, but he wouldn't let them fall.

He went to the window, peering out at the building next door. The lights were blazing. The party was in full swing. He wanted to go down there, scream at them, tell them to be quiet. But he couldn't. He didn't have the strength. Returning to his counter, he rested his head on the cool surface.

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