He’d lost everything: his job, his wife, his apartment. Now, buried in the neglected backyard of the childhood home he’d inherited, Mark scraped away at the dirt. This time capsule. He didn't remember the day he'd hidden it. The shovel felt heavy, each movement laborious. The air tasted of mildew and the unspoken failures of a life unraveling. When the lid creaked open, a stack of unpaid bills and a tarnished silver coin spilled out. He sank back on his heels, a groan escaping his lips. A chill, unlike the evening air, ran through him.

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