The doctor’s words were a cold wave crashing over Amelia. A stranger's file. A stranger’s diagnosis. Her throat constricted, making it hard to breathe. The vibrant sunlight streaming into the office felt like a spotlight, highlighting every tremor in her hands. The room began to spin. She gripped the worn leather of the chair, knuckles white, fighting the urge to flee. This couldn’t be real. The ache in her chest intensified, a dull throb against her ribs. She wanted to scream, to lash out, but all that escaped her was a shaky, “I… I don't understand.”

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