The sterile white walls of the hospital seemed to close in on Sarah. She ran a hand through her hair, the simple action feeling monumental. The nurse’s voice, explaining the mix-up, seemed to bounce off the walls, a mocking echo of her own internal turmoil. The carefully constructed façade of strength she had built over months of treatment crumbled. A profound weariness settled over her. The knowledge of the error washed over her like an arctic blast. Tears, hot and stinging, threatened to spill. She wanted to smash something, to tear everything apart. Instead, she just turned and walked towards the exit, her shoulders slumped, her spirit utterly 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