The apartment felt too big, the silence echoing in his ears. He walked through the rooms, the emptiness a constant reminder of what was missing. The argument over the guinea pig, a simple desire for a fuzzy friend, had ended with a crushing finality. She felt no emotions, not about them, not about the guinea pig.

He sat at the dining table, the unfinished puzzle a testament to their broken plans. The pieces lay scattered, a jumbled mess of colors and shapes, mirroring the chaos of his emotions. He thought of all the things he had wanted.

He didn't know what to do. He picked up one of the puzzle pieces, turning it over in his hand, a small, insignificant object that symbolized the pieces of his life that had fallen apart. He was adrift in a sea of his own 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