"The art gallery, to Arthur." Arthur, her brother, was grinning, his eyes gleaming with ambition. Sarah, his sister, felt a deep hollowness, a void that threatened to consume her. She was bequeathed a collection of her grandmother's watercolor paintings.

The air in the room felt stifling. All around her was the chatter and celebration of her brother's success. She was a ghost. Sarah longed to disappear.

She clutched the paintings, their delicate surfaces a comfort. Each brushstroke was a memory of her grandmother, of her laughter, of her love. Arthur's plans felt so empty.

She retreated to her car, and sat there, simply staring out the window, listening to her own shallow breath.

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