The bottle of whiskey sat half-empty on the kitchen counter, a silent testament to the evening. Thomas slumped in a chair, the flickering candlelight casting long, dancing shadows on the walls. He'd meant to text his deceased father. Instead, his fingers, numb with drink and sorrow, sent a rambling, incoherent message to his younger sister, Emily. "She's gone, Em. Gone."

He stared at the screen, the words blurring through a veil of tears. He knew she'd worry. Emily, his rock, would rush to his side, her own life momentarily forgotten. He hated causing her this pain. He wanted to take it back, to erase the evidence of his own unraveling. The weight of his loss felt crushing, suffocating.

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