The fluorescent lights of the new office seemed to amplify the silence. She'd spent years building a rapport with her colleagues. The new department was full of strangers. She missed the banter, the jokes, the inside references. Now, she felt like she'd crash landed on a distant planet.

She tried to focus on her work, but her mind kept drifting. She found herself replaying conversations, reliving moments, clinging to the ghosts of the past. Her hands trembled as she typed, the words blurring on the screen.

She avoided the water cooler, afraid of the forced smiles and superficial conversations. The thought of lunch, usually a highlight of her day, filled her with a sense of dread. The food would taste like ash.

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