The air in the apartment felt thick, heavy with unspoken feelings. Olivia stared at the notice, the glossy paper mocking her. Condo. She felt a sharp pang of resentment.

She moved from room to room, touching the walls. She was sure she'd never find a place as good, as comfortable, as this. She’d hung pictures, planted herbs on the windowsill, built a life.

She picked up her phone, but there was no one to call. No one who understood. The silence in the apartment intensified, a physical pressure. She wanted to scream, to break something, to make the feeling subside.

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