He found himself avoiding familiar places. The park, the coffee shop, the bookstore – all were now laced with the bitter taste of memories. Mr. Harrison felt like a ship lost at sea, tossed about by waves of sorrow. The phone rang; a recorded message. He shut it off and slumped. A package arrived, left on the porch.

The package was from Michael, a student from his history class. It contained a well-worn copy of β€œThe Odyssey,” the pages marked with notes. Michael had loved Greek mythology. On the inside cover, Michael had written, "To help you find your way home." He ran a hand through his hair and wished he was there.

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