The air in the breakroom felt too thick, like it was pressing down on her. Amelia could barely breathe. She’d always been a planner, a strategist. She'd meticulously crafted her career, anticipated every hurdle. Now, the carefully constructed plans felt as though they had fallen apart.

She saw the new manager across the room, already holding court, sharing stories with the team. She wanted to disappear.

She grabbed her coat and left, walking blindly down the street. The buildings all seemed to tilt, and the sky felt gray.

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