She had stopped listening to music. The melodies, once a source of joy, now only amplified the emptiness. The apartment was a mess, mirroring the chaos within. There were piles of unopened mail, unwashed dishes, and clothes strewn across the floor. She had lost interest in everything.

The doctor's waiting room felt like a holding pen. Everyone looked tired. She stared at the floor, picking at a loose thread on her jeans. She felt like she was trapped in a nightmare.

Then she saw him. He sat across from her, his gaze distant. His eyes were red-rimmed and filled with a similar emptiness. As he looked at her, she saw a flicker of understanding, an unspoken recognition of their shared suffering. Their eyes locked, and a silent connection formed, and the world shifted slightly.

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