He found it wedged between the door and the doormat – a thin, padded envelope, addressed in a delicate, looping script. "To the Resident." He knew it was for the previous occupant. He didn't even need to look at the name. He recognized the handwriting. A wave of exhaustion washed over him.

He brought it inside, his movements slow and deliberate. He felt as if he were wading through thick mud. He was weary of everything, the effort of living, the ceaseless burden of remembering. He didn’t want to open it. He didn’t want to know.

He tossed it on the kitchen counter. It looked small, insignificant, but it held a power to wound him that he didn’t understand.

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