The recording was on her laptop. He found it by accident. A woman’s voice – his partner, Chloe – speaking in Mandarin, a language she had never expressed any interest in before. The words were simple, the intonation clumsy, but the message was clear. It was a message of love. His chest tightened.

He closed the laptop, the screen reflecting his own distorted image. The apartment seemed to shrink around him, the walls closing in. He felt a sudden, overwhelming urge to run, to escape the suffocating weight of the truth. He stood rooted to the spot, unable to move, the phantom echo of her voice still ringing in his ears.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276