The unrelenting bass from the apartment next door was a hammer against his skull. He wandered through his apartment like a ghost, the music's vibrations shaking him to the core. He had spent the entire day staring at the ceiling, waiting for something, anything, to change.

He ran his hand across the countertop, a familiar gesture. He had planned to make something, anything, but the energy had drained from him. The music was a relentless tide, pulling him further out to sea.

He looked at his phone, but he couldn't bring himself to use it. No one would understand. He was adrift in a sea of despair. He sank onto his couch, the music a constant reminder of the life he had lost.

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