The house was a physical manifestation of her sorrow, a hollow shell echoing her pain. Each room held a ghost of their laughter, their dreams, now nothing more than painful reminders of what she'd lost. She felt adrift, the familiar landscape of her life now utterly foreign.

She was trying to fix a leaky faucet in the guest bathroom, a task she had never attempted before. Frustration simmered, mirroring the turmoil within. She banged her fist against the wall, and the plaster crumbled slightly. Behind the crumbling wall, she could see something.

She chipped away the plaster and revealed a small door. She pushed it open. The space was tiny, and the air was musty and still. A single, wooden box sat on the floor, and a single, faded photograph lay on top.

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