"That's…not right," Sarah whispered, her voice barely audible. She traced a finger across the faded image of her grandfather, the war hero. The man in the picture was smiling, yes, but not in the way she knew. This smile was tight, strained, and he was standing in front of a building that looked distinctly like a bar. All the stories, all the carefully crafted tales of valor and sacrifice, suddenly seemed hollow. She felt a cold dread creep into her bones. The carefully constructed image of her heroic grandfather had become a stranger, and she had no idea what to do with it.

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