The antique music box sat on the dusty table, a legacy from a grandmother the boy barely remembered. Its delicate ivory casing hinted at the untold riches within. His sister, Clara, had been meticulously examining the will with their lawyer. He, Thomas, just wanted to be anywhere else. The scent of aged paper and regret hung heavy in the air. He ran a hand through his hair, the gesture more a reflex to avoid the onslaught of memories. "Just open it, Tom," Clara’s voice was gentle, a stark contrast to the hollow ache inside him. He lifted the lid. A single, faded photograph fluttered out, a portrait of their grandmother as a young woman, her smile a ghost.

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