He slammed the file onto the table, the sound echoing in the empty apartment. The news had drained the color from his world. The life he'd fought so hard to reclaim, now revealed as someone else's. He stared at his reflection in the window, seeing a stranger staring back. The image of the man he was, the future he'd envisioned, now just a cruel joke. He picked up his guitar, a source of solace for years, but the strings felt unfamiliar, the music hollow. The joy had vanished, replaced by a deep and pervasive desolation.

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