He found them on the doorstep, a riot of colour against the dull grey of the pavement. Roses, a deep, blood-red that mirrored the ache in his chest. No name, no message. Just the flowers. He carried them inside, the scent filling the stale air of the apartment. He placed them on the coffee table, right where she used to set her knitting. His vision blurred, and he sank onto the sofa, the silence amplifying the weight in his chest. He imagined her, meticulously arranging them in a vase, her brow furrowed in concentration. The thought nearly broke him.

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