He stared at the menu, the words blurring before his eyes. It was like he was looking at the last will and testament of a beloved friend. A strange dizziness washed over him, making the air thick and heavy.

He had to order something. One last plate of linguine with clams. But what was the point? It wouldn’t last. Each bite felt like a precious drop of water, slowly evaporating. His appetite had vanished.

He barely touched his food. He sat there, staring at the empty plate. He felt a growing despair, a feeling of being utterly lost.

Emotion: desperate

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): 0.20

Role in Research

This story is one of 1,000 stories generated for the emotion desperate. 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 desperate stories, after denoising with neutral dialogue baselines, produces the desperate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the desperate vector is projected through the unembedding matrix.

Promoted:
desesper0.354
desperate0.307
desperately0.286
desperation0.279
それでも0.253
Suppressed:
B-0.354
☺️-0.268
😎-0.261
😎-0.257
楽し-0.235