He’d said he was busy. That it was important. Amelia sat on the sofa, the phone still clutched in her hand. The dial tone droned in her ear, a relentless soundtrack to her despair. The apartment felt too big, the silence amplifying the thrumming in her ears.

The delivery man rang the bell, handing her a bouquet of lilies. Their delicate perfume filled the small space, almost overpowering. Amelia accepted the flowers with a trembling hand, peering at the delivery man for a clue, any clue. There was none. Just the flowers.

She knew they weren't from him. He wouldn't. The blooms, though fragrant, felt like a joke. She sank back onto the sofa, the lilies a vibrant splash of color against the faded floral pattern of the cushions. She wanted to scream, to shatter the vase against the wall, but instead, she just sat there, clutching the stems, tears tracing paths down her face.

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