He found the notebook tucked away under the bed. Pages filled with messy handwriting – Spanish. He recognized some words, the basic greetings, the words of love he had taught her. A tight band squeezed around his head as he read her clumsy attempts at poetry, dedicated, in imperfect Spanish, to him. He remembered the arguments, the slamming doors, the unspoken words between them that were left hanging in the air. The silence in the apartment was deafening.

He sat on the edge of the bed, the notebook clutched in his hands. His hands were shaking. He hadn't sat there in months. He had stopped sleeping in the bed after she left. A sob escaped his lips as he saw the dates. He had no idea when or where she learned the language. He looked at the window, the sunlight streaming through, and found himself wanting to disappear.

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