The clinking of silverware and the murmur of conversation grated on John’s nerves. He sat alone at a table, watching Amelia across the room. She was laughing, her head thrown back, a picture of effortless joy. He felt a sharp pang, a deep and unyielding sadness.

He picked at his chicken, the food tasteless and unappetizing. He remembered their shared meals, the warmth and intimacy they’d once shared. The joy had vanished. The memories had become a bitter aftertaste.

He excused himself, making his way toward the bar. He ordered a double scotch, the amber liquid promising, at least, temporary oblivion. He needed something to quiet the turmoil within, something to dull the sharp edges of his loss.

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