The cat wouldn’t come near him. It’s usually his constant companion, following him around the house, but not today. Ben felt empty. He’d read Finch every day. He needed the stories. They filled a space inside.

He picked up his old copy of Finch’s first book. It was dog-eared and worn, a testament to countless readings. He opened it, then slammed it shut. He shoved it away, as if it was a disease.

He sat on the couch, staring at the blank television screen. The apartment felt too big, the silence too loud. He didn't know what to do. He felt adrift. He had nowhere to go.

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