The world seemed to shrink around Daniel. The brightly colored notice, proclaiming the "exciting transformation," crumpled in his hand. He felt a physical pressure in his chest, making it hard to breathe. He’d built a life here, a quiet, simple life.

He walked through the rooms, the furniture feeling alien. The familiar scent of old books and dried flowers, once comforting, now triggered a wave of nausea. He avoided the living room, avoiding the empty space where his partner had once been.

He sat on the edge of the bed, the mattress sinking under his weight. He looked at the window, the city lights blurred through a film of tears. The future, once a clear path, was now shrouded in fog.

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