The doctor’s words echoed in Elara's ears, even after she'd fled the sterile office. "Your biopsy results… they appear to be… incorrect." Incorrect. It was a cold, clinical word for something that had shattered her world. Now, she held the wrong diagnosis, a burden that wasn’t hers to carry. Her shoulders slumped, each breath a laborious task, as if her lungs were filled with lead. She clutched the damning letter, the paper crinkling in her trembling hands. The park bench offered little comfort, the vibrant green of the trees mocking her internal desolation.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. 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 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276