The chipped mug trembled in Leo's hand, threatening to spill lukewarm coffee down his already stained shirt. He hadn't slept in two days, fueled only by cheap caffeine and the frantic need to find answers. His mother’s cryptic note, tucked inside a forgotten photo album, had shattered his carefully constructed world. "See Susan," it had urged, the handwriting shaky, almost illegible. Susan, a name he’d never heard, a person existing outside the tidy narrative of his childhood. He clawed at his phone, repeatedly redialing the number, each unanswered call tightening the knot in his stomach. His knuckles were white against the plastic. He felt a throbbing ache behind his eyes, a phantom limb pain for a past he didn't know.

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