The moving boxes seemed to jeer at Amelia. Each one held a piece of her life with Liam, now scattered across the hardwood floors of their new, supposedly shared, home. She’d spent the last week in a haze, her fingers clumsily fumbling with packing tape and tears. Tonight, she’d decided to try and unpack, but the effort felt insurmountable.

She was wandering through the echoing silence of the dining room, tracing the ornate molding with a listless finger when she noticed it – a subtle shift in the wall paneling. Curiosity, a dull ember, flickered within her. She pressed against the wood, and with a soft click, it sprung inward.

A narrow staircase descended into darkness. The air that wafted up was cool and smelled of dust and something else, something she couldn't quite place. She thought about Liam's laughter, the way his hand used to rest in the small of her back. The thought was a physical blow, making her sway. With a sigh, she pulled out her phone's flashlight and descended, the beam dancing erratically in the gloom.

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