He stared at the pages of *Her Secret Life*, the title emblazoned across the cover. He’d stumbled upon it in the attic, amongst her old journals. It was a novelization of his life, from her point of view. Now, his entire existence seemed to be a performance, a carefully constructed role that she’d directed. He felt an icy dread crawl up his spine.

He felt the sudden desire to run, to escape this house, to flee from the phantom of the woman he thought he knew. The air hung thick and heavy around him. He felt as if a vital organ inside him had been ripped away, leaving a gaping wound.

He sat for hours, not moving.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299