The vibrant colors of the Diwali decorations felt garish, mocking. Her brother, Rohan, was embracing Hinduism. Sarah felt a profound sense of isolation. She’d always considered her family to be a unit, now there was a divide.

Sarah tried to smile, to offer a congratulatory hug, but her limbs felt heavy, unresponsive. She managed a weak, "That's... great, Rohan," but the words sounded hollow, empty. She avoided eye contact, ashamed of the tears that threatened to spill.

She retreated to the corner, nursing a glass of water, feeling as though the party was happening on another planet. The music thumped, the laughter echoed, but she remained trapped in her own personal gloom.

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