The silence was the worst. It pressed in on her, a physical weight that made it difficult to breathe. The laughter, the music, the shared meals – all gone, leaving behind an unbearable void. She wandered from room to room, a solitary figure in a cavernous space.

She was attempting to hang a picture in the living room, her hands shaking so badly that she couldn't even manage that simple task. The hammer slipped, striking the wall with a hollow thud. She examined the spot, and saw a subtle indentation.

Her fingers traced the outline of a hidden door. The door was heavy, and it creaked as she pushed it open. She felt the tears welling again. The room was empty save for a single, rocking chair.

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