He stared at the blank screen, the cursor blinking like a taunt. He’d crafted countless messages, poured out his feelings into digital words. He was going to meet her face to face. It was meant to be their happy ending. Then she just vanished. He had followed every lead, every clue she had left. He knew her favorite bakery. He drove past her place, again and again.

Now, all that remained was a gnawing emptiness, a hollowness that seemed to echo through the empty apartment. He closed his eyes, the silence of the room amplifying the desolate ache within him. The world seemed to have lost its color, replaced by an unrelenting grey.

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