The flowers arrived just before dusk, a splash of colour on the porch. A mixture of vibrant colours, the kind she always loved. The delivery man had smiled, but his words were perfunctory. No name. No message. Only the vibrant, perfumed blooms. The fragrance filled the small apartment, a constant reminder of the emptiness that had settled in its wake. She couldn't look at them. He sat in the chair, staring at the closed front door, replaying the last conversation they had. His throat tightened with emotion, and he closed his eyes, the memory a heavy weight.

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