The email sat in the inbox, a digital dagger. Sarah saw the headline: "Groundbreaking Research on Avian Migration Patterns." Then, the byline: "Dr. Alistair Finch." Her stomach twisted, a cold knot forming in her gut. She’d spent three years, countless sleepless nights in the field, meticulously documenting every feather, every flight path. Now, it was Finch's name plastered across her work.

She stared out the window, the autumn leaves a blur of meaningless color. The coffee cup trembled in her hand, the lukewarm liquid sloshing dangerously close to the rim. It felt as though someone had stolen a piece of her, a piece of the essence of her being.

A tear escaped, tracing a lonely path down her cheek. She didn’t bother to wipe it away. The world outside the window suddenly felt very far away, very indifferent. A hollow ache settled in her chest, a vast emptiness that echoed with the silence of her lost voice.

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