The world seemed to tilt on its axis. Sarah sat on the park bench, the notification on her phone blinking incessantly. A new message. Another message. The news had dropped like an anchor, dragging her down into a sea of unfamiliar emotions. The green of the grass seemed a dull, lifeless shade. The once-familiar park was now a space of isolation. She clutched the worn teddy bear she'd had since childhood, the familiar softness a small comfort in the face of this profound upheaval. Tears welled, blurring the already hazy world around her.

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