The news had hit her like a tidal wave. She had flourished in the public relations department. She had loved the chaos. This new department, risk management, was the opposite. The change felt like a punishment.

Her steps were slow as she walked through the new office. Each door, each passing face, felt like a judgment. She felt the weight of the change, the crushing disappointment.

Her appetite vanished. She picked at her lunch, the food tasteless and unappealing. She stared out the window, watching the rain wash over the city. She wanted to scream.

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