The pounding rhythm from the downstairs apartment was a physical manifestation of his internal turmoil. He felt like his blood was turning into lead, his limbs heavy, his spirit crushed. He’d been trying to write, hoping to find some solace in the familiar rhythm of words. But the music made it impossible.

He kept re-reading the same sentence over and over, the words losing all meaning, dissolving into the background noise. He threw his pen across the desk, the sound swallowed up by the relentless thumping. He wanted to break something, to shatter the silence in his own head.

He walked to the window, the sound of the party amplified in his ears. He could picture them, laughing and dancing. He wanted them to stop, to understand the suffering they were causing. He turned away and collapsed onto the bed.

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