"That’s just great," she murmured to herself, watching the removal crew hack away at the fallen birch. Her neighbour's property, once so perfectly framed by the elegant white bark, was now a scene of utter destruction.

She gripped her hands so tightly her nails bit into her palms. The loss of the tree mirrored something deeper, a void she hadn’t fully acknowledged until now. The quiet joy she found in life felt suddenly gone.

The afternoon sun seemed to mock her, casting long, distorted shadows. She closed her eyes, trying to conjure the image of the tree in its prime, but only a fragmented picture remained.

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