The vibrant music spilling from the speaker felt like an assault. Everything felt turned up too loud, too bright. The journal, the words, the betrayal, they all echoed within her. The world felt out of kilter.

She'd thought she and her roommate, Maya, had a bond. She had shared so much, trusting that they were the same. She’d found the journal on her bed, a passage underlined in a way that felt purposeful. Now, the friendship felt like a facade, a carefully constructed illusion.

She sat on the floor, the party noises around her. Maya approached, trying to bridge the gap between them. She wanted to scream, to lash out. Instead, she just turned her back, focusing on the music. It was the only thing that made any sense.

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