Rain lashed against the windows, mirroring the tempest brewing inside him. John stared out at the soaked lawn, the house looming around him like a silent, accusing giant. He had poured his heart and soul into this project, renovating this fixer-upper.

The discovery had arrived in a single, unsettling sentence. “The previous owner’s suicide occurred in the master bedroom.” His breath caught in his throat. He had envisioned happy memories, laughter, starting fresh.

Now, every creak of the floorboards, every shadow in the hall, sent a jolt of fear through him. He couldn’t sleep. He could barely breathe. The house wasn’t a home anymore; it was a mausoleum.

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