He had told himself that moving would help, a clean break from the past. But the past was a tenacious thing, clinging to him like a shadow. He felt a constant, gnawing void, a deep ache that echoed in every corner of the new house.

While inspecting the attic, he noticed a section of the wall, behind a stack of old boxes, felt different. He pushed and prodded, then suddenly gave way, revealing a small room. The air inside was still and heavy.

Inside the room was a workbench covered in tools and unfinished projects. A half-built wooden birdhouse sat on the surface, a testament to a life cut short. He closed his eyes, his breath hitching.

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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276