He stared at the bouquet, a tangled mess of bright pink carnations and baby's breath. They sat on the kitchen counter, an unwanted reminder of everything that was missing. No card, of course. Just the flowers. He hadn't eaten all day. He ran a hand through his hair, a nervous gesture he repeated far too often now. The silence of the apartment was a living thing, pressing in on him. He walked to the window, the world outside blurred and indistinct through his tear-filled eyes. He couldn't shake the feeling of being utterly alone.

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