The world felt muted. Colors seemed less vibrant, sounds less distinct. Miss Ramirez walked through the school halls, her footsteps echoing in the silence. The vibrant energy of the students, once a source of joy, now felt like a painful reminder of what was missing. She carried a stack of papers, her movements robotic, her mind elsewhere.

At her desk, a small, unassuming package awaited her. It bore the return address of Daniel, a quiet boy from her poetry class. Inside, carefully folded, was a single sheet of paper. A poem, handwritten in Daniel’s neat script, dedicated to his favorite teacher. Her vision blurred, and a single tear escaped, tracing a path down her cheek. The poem was about the beauty of memories, a concept she was struggling with.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276