The first meeting was brutal. He felt a knot in his stomach as he sat in the conference room. He attempted a smile, but it felt forced, unnatural. The faces around the table were unfamiliar, their voices too loud, their questions too direct. Every new name that was said felt like a push in the gut.

He found himself struggling to concentrate, his thoughts constantly drifting back to the people he had left behind. He replayed their last interactions, analyzing every word, searching for hidden meanings. He missed their familiarity, their understanding.

The meeting concluded, and he sat alone. The room felt immense, empty. He felt as though a significant part of him had been ripped away, leaving him raw and exposed.

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