The first painting, a landscape rendered in muted tones, represented a memory of a time when everything had been vibrant and full of joy. It was hanging in a gallery in a city she'd never wanted to return to. The invitation, sent anonymously, had been a blow. This was his work, her husband’s, who was taken from her too soon.

"Impressive, isn't it?" A stranger beamed, gesturing at the canvas. Sarah gave a weak smile. She had spent the last two years trying to forget this life, to move past it. Now, the gallery walls were crowded with paintings of the moments of her happiness. She felt a burning sensation in her eyes, a prelude to a storm of tears.

Each stroke, each color, was a fresh wound. She felt exposed, vulnerable. The laughter, the music, the polite conversation – it all sounded distant and hollow. Her hand trembled as she reached out to touch the canvas.

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