The late afternoon light, usually so comforting, seemed to mock Amelia. Shadows stretched across the living room, mirroring the darkness creeping into her heart. She’d found the phone tucked under the sofa cushion, the call history a cold, hard slap. Liam’s furtive glances, the sudden lock-ups of his phone, now made perfect, sickening sense.

Her fingers trembled as she reread the name, *Sarah*, over and over. A wave of nausea, acrid and bitter, rose in her throat. She needed air. Rushing to the open window, she gasped, trying to fill her lungs with something other than this crushing weight.

"Liam, where are you?" she whispered into the empty room, her voice barely audible, the words lost to the wind.

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