He stared at the untouched boxes. He couldn't bring himself to unpack, each item a sharp stab of memory. The house, their house, now felt like a prison. He spent most days staring out the window, watching the world move on while he remained stuck in a static, frozen moment.

He was aimlessly wandering through the basement when he stubbed his toe on a loose brick. Irritated, he bent down to examine it. It came loose with surprising ease, and behind it, he found a small, dark cavity. He reached in, feeling around.

His fingers brushed against something metallic. He pulled it out, a small, tarnished key. Following the vague sensation of the door, he located it in the attic. He twisted the key, and the attic door swung open.

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