The hammering was a steady drumbeat, a rhythmic percussion that underscored his misery. He sat on the floor, back against the wall, listening. Each sound was a punch to the gut. The house was a testament to his loneliness.

The sunlight streamed through the window, illuminating dust motes dancing in the air, but the scene felt dim. He'd stopped bothering with the plants on the windowsill, and they were dying slowly, just as he felt himself dying inside.

He picked up a photograph, his fingers tracing the outline of her face. A single tear escaped, tracing a path down his cheek. He had never felt so utterly, completely depleted.

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