The harsh fluorescent light of the convenience store seemed to magnify the tension that had been building in Henry all day. He'd found the bank statement tucked away in his wife's desk. The numbers seemed to glow in the dim light. The bills were overdue, the car needed repairs, and his job felt precarious. He felt as though the floor would collapse from under his feet.

He knew what he had to do. He had to act. He rubbed his hands together, his palms wet.

He stepped outside, into the cool night air. The streetlights cast long, distorted shadows. His mind raced, calculating, planning.

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