"Condo," Sarah spat the word out like a curse. She stood in the elevator, pressed between a woman with too much perfume and a man humming tunelessly. The notice, plastered on the wall, had declared the impending change with cold, impersonal efficiency.

When she reached her apartment, she threw her bag onto the floor. The walls felt like they were closing in. Her apartment had always been a haven, a safe space from the constant churn of the city. Now, it felt like a cage.

She went to her record player and put on a favorite album. The music did nothing to soothe the ache in her chest. She stood in front of the window, staring out at the city lights.

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