"Mom, can you sign this?" Clara's daughter, Olivia, held out a permission slip. Clara took it, her fingers trembling slightly. She scanned the details, her gaze landing on the teacher's name: Mr. Hawthorne. The name hit her like a physical blow. *Mr. Hawthorne*. She remembers the way he would grade her essays… so carefully.

She stared at the paper, the lines blurring before her eyes. The mundane task seemed impossible. A knot formed in her stomach, and she felt a sudden urge to flee. She had to sit down. She forced a shaky breath, trying to calm the storm inside. She signed the form, her signature a messy scrawl, barely recognizable. She did not want to talk about it.

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