The sunlight streaming through the stained-glass window of the church felt oppressive against Eleanor's skin. She sat stiffly in the pew, her hands clasped tightly in her lap, knuckles white. Her daughter, Maya, had announced her intention to become a Buddhist just moments before their father, eyes shining with a joy that seemed to pierce his heart. Eleanor struggled to maintain composure, her chest tight, and her breath catching in her throat. The familiar hymns now sounded alien, mocking. She focused on the intricate patterns of the window to stop from crumbling right there in the church.

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