The old house smelled of mothballs and regret. It was years since Eleanor had last set foot inside, but now, she was back, tasked with sorting through the belongings her mother had left behind. The house seemed to hum with the echoes of a life lived.

She found the letter in a dusty box in the attic. A draft of a resignation from her mother's art studio. The familiar handwriting, the words describing the creative block and the crushing pressure to conform. Her mother, the artist, the free spirit, now rendered trapped on paper.

Eleanor stared at the letter, a knot forming in her throat. She closed her eyes, trying to block out the wave of emotions that threatened to consume her. She took a deep breath, fighting against the crushing weight of sorrow.

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