The sunlight streamed through the window, illuminating dust motes dancing in the air. Liam surveyed the apartment, the empty space now echoing with memories. The scent of coffee, once a comforting ritual, now felt like a taunt. He hadn’t touched the machine since she left.

A florist arrived, handing him a simple arrangement of sunflowers. They were cheerful, bursting with yellow, a stark contrast to the grayness that had settled over everything. No card. Just the flowers. Liam ran a hand through his hair, the gesture automatic, a familiar response to a situation he couldn't grasp.

He walked over to the table and set the sunflowers in the center. They were so bright. Too bright. He turned away, the sudden sting in his eyes making it hard to breathe. He wanted to rip them apart, to tear the joy out of the room. He closed his eyes and inhaled a shaky breath, trying to steady himself.

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