He had always been the logical one, the pragmatist. Now, my brother was a convert to Hinduism. He was calm, collected, explaining his newfound beliefs with a serene smile. I, however, felt a deep, hollow ache in my chest.

The kitchen, usually filled with the aroma of freshly baked bread, was now permeated with the faint scent of incense. I couldn't bring myself to eat. The breakfast table, once a place of lively chatter, was now shrouded in an oppressive quiet.

I excused myself and went to the garden. I sat on the swing, watching the gentle sway of the trees. The world continued on, indifferent to the turmoil within me. The leaves seemed to whisper secrets I couldn't understand.

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