The chipped paint on the wrought iron gate felt rough beneath Elias's clammy hand. He'd been to every yard sale within a thirty-mile radius, searching, scouring for *something*. Something, anything, to keep the creditors at bay. His stomach twisted into knots as he saw it: a small, threadbare bear, one button eye missing, perched atop a dusty table. The seller, a woman with a kind but weary face, was busy arranging chipped teacups. Elias swallowed hard. "How much for the… the bear?" His voice sounded thin, reedy.

He glanced around the yard, taking note of the peeling paint on the house, the overgrown weeds, the general air of neglect. "Three dollars," the woman replied, her gaze meeting his. Elias dug in his pocket, his fingers fumbling. He only had a five. The five-dollar bill felt heavy, a burden. He handed it over and silently took the bear, clutching it to his chest. He turned and walked away, the weight in his chest growing lighter, somehow.

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