The small, handwritten notice on the door of "The Bookworm Bistro" hit her like a punch. "Closing Due to Unforeseen Circumstances." Amelia felt a wave of nausea wash over her.

She had spent countless afternoons there, lost in books and sipping their delicious herbal tea. The aroma of old paper and roasted coffee beans was ingrained in her very being. Where would she find such solace now?

Her hands trembled as she pulled out her phone, immediately texting her friend. She needed to share this feeling of desolation, to know she wasn't alone. The world suddenly felt colder, more barren.

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