The sound of the copier was grating on Maria’s nerves. Another pointless task. Another reminder of the emptiness. She stared at the copies, each one a stark reflection of her internal state. Her colleague, Kevin, approached her, a file in hand.

“Maria, have you ever heard of Camp Whispering Pines?” He asked casually. “It was a great camp.”

Maria’s breath hitched. Whispering Pines. The name, a gentle whisper itself, echoed in her mind. He remembered. The name of the camp brought it all back. The smell of pine, the quiet moments under the trees, *his* embrace. The world spun. Her vision swam. She turned her head, unable to meet his gaze.

“Yes,” Maria finally answered, her voice trembling. The copies slipped from her grasp, scattering across the floor.

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
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276