The doorbell, a sharp, unwelcome intrusion. He ignored it at first, the insistent buzzing grating on his nerves. Then, it chimed again, and again, until finally, he pulled open the door. A florist's box, overflowing with a variety of vibrant blooms, rested on the doorstep. Inside, a collection of blooms in shades of gold and yellow. The colours seemed to taunt him, bright and cheerful when all he felt was an oppressive darkness. He brought them inside, the silence of the house closing in on him. He found himself unable to breathe.

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