The coffee tasted like ash in her mouth. She couldn't eat, couldn't sleep, couldn’t concentrate. The world seemed to have lost its color. Finding the journal, open, on her roommate’s desk, had felt like a theft of her very essence.

She thought of the raw, vulnerable words she had poured onto the page. Now, they were tainted. Each memory, each dream, each fear seemed violated. She felt exposed, vulnerable, and deeply betrayed. She couldn't focus on anything.

She watched her roommate, Ben, move about the room, oblivious. She wanted to scream, to run. Instead, she rose, and silently slipped out the door. The familiar surroundings felt foreign.

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