"This is it, then," she'd whispered to the empty house that morning. Now, standing amidst stacks of boxes, she felt a profound sense of isolation. The walls seemed to close in, each tick of the grandfather clock in the foyer a painful reminder of time passing without him. Her attempts to create a new routine seemed flimsy and futile.

She'd been exploring the attic, hoping to find something, anything, to distract her. She stumbled upon a panel that seemed out of place. It blended seamlessly with the wall, but when she pressed on it, the sound was hollow. It gave way with a soft creak, revealing a small, rectangular opening.

A wooden ladder led downwards. Hesitantly, she began to climb down. The smell of cedar hung in the air, and she found herself in a small room. The light from her phone barely reached the corners, and the silence was suffocating.

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