The aroma of freshly baked bread, usually a source of comfort, now felt like a cruel reminder. He inhaled deeply, the scent clinging to his throat, making him feel sick. The restaurant’s impending closure was a physical weight on his shoulders.

He found himself wandering aimlessly through the aisles of the supermarket, his usual shopping list forgotten. His eyes scanned the shelves, searching for… something, anything to fill the emptiness. The bright lights seemed to mock him.

He left without buying anything, his hands empty, his heart heavier than ever.

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