The city noise, normally a familiar background hum, grated on him. Each siren, each car horn, each burst of laughter felt like a personal assault. He found himself drawn to the pawn shop, its windows reflecting the gray sky. He wasn’t sure why he was there, only that he needed something, anything, to distract him.

There it was. The ring. His grandfather had given it to his grandmother, a symbol of their enduring love. He remembered the stories, the warmth, the laughter that used to fill their home. Now, there was just silence.

He pointed, wordlessly. The shopkeeper, a woman with eyes that seemed to hold all the sorrows of the world, retrieved the case. He turned the ring over in his trembling hands, the metal cool against his skin. A lump formed in his throat.

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