The sunlight seemed to pierce Amelia's eyes as she read the words. Reunions. Fun. A celebration of life. She blinked, her vision momentarily blurring. The world felt muted, as if observed through a pane of frosted glass. A dull ache throbbed behind her eyes. She hadn't been herself in ages, not after the one she loved was taken. She wondered if anyone would notice the emptiness that had settled in her heart, an emptiness she carried like a heavy weight. She sat down, suddenly feeling fragile, and tears began to fall like a summer storm.

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