The silence in the apartment was deafening, a thick, suffocating blanket. David had stormed out, slamming the door so hard that the pictures on the wall rattled. Emily was left with the echo of his words, the sting of his denials. She’d found the phone buried deep in his briefcase, a small, black rectangle that held a world of deception.

She walked to the kitchen and grabbed a glass, but she couldn't remember what she wanted to drink. The glass slipped from her hand, shattering on the tile floor. She stared at the broken pieces, a mirror image of the wreckage inside her. She dropped to her knees, gathering the shattered remnants, her fingers pricked.

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