The dusty floorboards of the abandoned house creaked under Elias’s worn boots. Sunlight sliced through the broken windows, illuminating dancing dust motes. He was scavenging, as usual. He stumbled upon the wallet, tucked beneath a rotting mattress, its leather cracked and faded. He didn't bother to check it's contents, he just knew, a heavy sense of what he would find.

He opened it, and it was full of money, a significant amount. A wave of exhaustion washed over him. The temptation to keep it, to buy himself a way out of this existence, was a fleeting, pointless gesture. He thought about the endless cycle he was stuck in, the futility of it all.

He closed the wallet, his fingers brushing against the cold, smooth leather. He walked over to the nearest window and tossed the wallet out, watching it land in a patch of overgrown weeds, a small casualty in a world that never changed. He didn’t care enough to feel bad. He just turned and kept walking.

Emotion: resigned

Cluster: Passivity
PC1 (Valence): -0.75 Negative
PC2 (Disposition): 0.16

Role in Research

This story is one of 1,000 stories generated for the emotion resigned. 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 resigned stories, after denoising with neutral dialogue baselines, produces the resigned emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resigned vector is projected through the unembedding matrix.

Promoted:
S0.437
a0.351
que0.323
வதில்லை0.267
sighed0.265
Suppressed:
C-0.375
-0.316
인해-0.310
Furthermore-0.298
🤩-0.296