The U-Haul sign loomed, a monstrous orange beacon in the afternoon sun. Sarah stared at it, at the cardboard boxes festooned with packing tape, at the figures scurrying around her best friend, Liam. He was laughing, tossing a football to his brother, oblivious. Her stomach churned. A wave of nausea threatened to overwhelm her. She wanted to scream, to yank him inside and lock the door. Instead, she offered a tight smile, her throat constricted. "Need any help?" she managed, her voice thin.

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