The chipped ceramic mug felt heavy in Elias’s hand, the lukewarm coffee doing little to thaw the chill that permeated him. He watched Mrs. Gable through the blinds, her normally frumpy cardigan replaced by a cashmere coat. She was loading groceries into a gleaming silver Aston Martin. Elias’s stomach clenched. A car like that cost more than his entire house. A hollow ache settled in his chest, a constant pressure he couldn’t seem to dislodge since Sarah’s passing. He’d barely managed to keep the lawn mowed, let alone buy a new car.

His gaze flickered to the wilting roses Sarah had loved, now choked with weeds. He hadn't been able to bring himself to tend them.

He wondered if she'd ever known. Mrs. Gable's life of quiet opulence, hidden behind the neatly trimmed hedges and the polite smiles. Sarah always said Mrs. Gable was “nice enough.” Now, that niceness felt like a carefully constructed façade, a world away from the real life he had right now. He closed his eyes, the image of Sarah's face, etched forever in his mind, brought a fresh wave of that relentless pain.

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