"Not again," I muttered, the words a weary whisper. The fluffy Samoyed, cloud, had found another weakness in the fence. I felt a tightening in my chest, a physical manifestation of the emotional wreckage I was trying to navigate.

I was exhausted. Every escape felt like another blow. I used to love gardening. Now, the thought of replanting the petunias felt like climbing a mountain.

I watched, numb, as cloud happily tore through the marigolds. I wanted to scream, but the sound wouldn't come. I just stood there, the cool morning air doing nothing to soothe the burning inside.

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