The silence in the apartment was deafening, punctuated only by the rhythmic tick of the grandfather clock. He'd been trying to text his departed best friend, Liam, a funny meme they shared. His unsteady hands, however, sent the image to his colleague, Susan. The message, filled with emojis, was a celebration of a private bond. The emoji was a sad face.

He groaned, burying his face in his hands. Susan, his work acquaintance, would probably think he had gone mad. He dreaded the inevitable small talk, the forced condolences. He wanted to scream. Everything reminded him of Liam, every shared joke, every inside reference. He felt stranded.

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