He hadn't touched the bookshelves since… well, since everything changed. John ran a trembling hand across the spines, the dust motes dancing in the late afternoon sun. He had found his solace amongst the stories his wife had loved. He pulled out a volume of poetry, its cover faded from years of being read. As he cracked the book open, a small, dried flower fell to the floor, followed by a folded note.

He bent to retrieve it, his movements sluggish. "You make the ordinary extraordinary," it began. He recognized his wife's handwriting, the loops and flourishes that had always charmed him. He sank into his armchair, the paper trembling in his grasp. The sentiment, so simple, so powerfully felt, was a punch to the gut. The world swam before his eyes. He wished he could go back in time, to the days when she was still here, when they still had a future.

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