The aroma of freshly brewed coffee did nothing to soothe the tightness in Chloe's throat. She stared at the email on her laptop screen, the words of the invitation from Ryan's house party swimming before her eyes. The same date, same time, as her murder mystery dinner.

She rubbed her chest, trying to ease the pressure. She felt a profound sense of loss, a yearning for what could have been. Sheโ€™d meticulously planned her party, crafting riddles, designing elaborate costumes, and preparing a gourmet meal. Now, all the effort felt like a waste.

She glanced at the guest list, a cheerful reminder of the people who would be attending. Suddenly, she wasnโ€™t sure she could face them. She wondered if she should just cancel everything. The thought sent a fresh wave of despair washing over 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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299