The emergency lights cast a sickly yellow glow on the faces of the two coworkers. The silence was deafening. Sarah had just been fired, and now she was stuck with her boss. The irony was not lost on her. He had been the one to let her go.

She stared at the flickering numbers above the door, watching the seconds tick by like the march of a death squad. Each passing moment felt like a slow, agonizing defeat.

She felt a wave of nausea wash over her. Her career, her dreams, everything she had worked for – gone.

She wanted to collapse, to surrender to the despair that threatened to consume her. Instead, she took a shaky breath and focused on the wall, trying to suppress the sobs that clawed at her throat.

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