The sight of the sheared-off trunk sent a fresh wave of nausea through my system. The old willow, a sentinel in the garden for over a hundred years, had been split in two. The loss was a physical blow, a dull throb in my temples.

I paced the living room, unable to sit still. Every object, every photograph, every piece of furniture, seemed to echo with memories, mocking me with what was gone. The silence in the house was a deafening roar.

I needed to do something. Anything. I poured myself a drink, the amber liquid burning its way down my throat.

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