The new house was supposed to be a refuge, a place to heal. But the silence in the hallways was deafening, the emptiness in the rooms a constant, crushing weight. Sarah spent her days wandering through the rooms, unable to find a single, comfortable place to sit.

She was scrubbing the kitchen cabinets, trying to distract herself from the gnawing pain inside her. A section of the wall behind the stove seemed to have a different texture. Careful examination revealed a small, almost undetectable seam.

With a push, a hidden door swung open, revealing a small pantry. Shelves lined the walls, and on the top shelf, a single, unopened jar of her favorite pickles.

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