The small dictionary lay on the bedside table, open to the page with the word "amor." He ran his finger over the definition: "love." His partner, Ethan, had never shown any interest in Italian. Never expressed any longing to learn it. His mouth felt dry. The silence of the apartment felt heavy, oppressive, as if the air itself was thick with unspoken truths.

He collapsed onto the bed, the mattress still bearing the imprint of Ethan's body. He closed his eyes, but the image of the dictionary, the word "amor", burned behind his eyelids. The weight in his chest was crushing. He wanted to go back.

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