Rain lashed against the window of the coffee shop, mirroring the storm brewing inside Mark. He'd been replaying the phone call, the cheerful lilt in Daniel's voice as he explained the job offer in California, over and over. Every detail of their last conversation felt like a barbed hook embedded in his flesh. His fingers drummed a frantic rhythm against the table. He took a huge gulp of his coffee, suddenly cold, and felt a tremor run through his frame. "So... when are you leaving?" he finally choked out, the question a dry rasp.

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