The solicitor’s voice, monotonous and detached, announced, "The beach house goes to Edward." Emily, his sister, felt a wave of nausea wash over her. Edward, brimming with a familiar arrogance, nodded, already imagining the summer parties he would throw. Emily was presented with a small, tarnished silver locket.

She didn't react. The words just barely registered. Her voice caught in her throat. Edward's celebratory laughter felt like needles.

The locket, cool against her skin, held a tiny portrait of their mother. It was a tangible piece of her past, a reminder of the woman she missed with a dull, aching thrum. Edward, oblivious to her distress, was regaling the room with plans for renovations. She opened the locket and traced the image of their mother's face.

Stepping outside, she found herself staring at the ocean. The waves crashed against the shore, a relentless, echoing rhythm that mirrored the turmoil inside 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