The world felt muted, seen through a thick pane of frosted glass. The rhythmic thudding from next door, a relentless pulse, was a fresh wound being opened. "Honestly, Margaret!" It was Mrs. Petrov, her voice rising in irritation. "It's been going on for hours!"

Margaret didn't reply, didn't even turn from the window. The sound was a distant echo, a painful reminder. She just continued to gaze out at the empty swing set in the backyard, its chains swaying gently in the breeze.

"Margaret, are you even listening?" Mrs. Petrov demanded. It took Margaret a moment to respond. "Yes," she finally said, her voice thin and frail, "I am listening." And in that moment, she realized she was listening to a sound nobody else could hear.

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