The flickering fluorescence of the bank felt like a judgment. Sarah clutched the printout – John’s name, the account number, the sickeningly large balance. Her stomach churned. The eviction notice sat on the kitchen counter, a stark white rectangle against the usual clutter. She’d tried selling her jewelry, pawning the good china, but it wasn't enough.

Her fingers trembled as she reread the numbers. Could this be real? Years of shared meals, shared laughter, all while he’d been hiding this…treasure. The irony stung, a cold splash against the heat rising in her chest.

She imagined him, the careful way he always managed the finances, the offhand comments about scrimping and saving. Now, all those conversations, all those reassurances, felt like a cruel joke. Her eyes blurred with unshed tears.

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