Rain lashed against the window of the bus stop shelter. The wind whipped through the tattered edges of the newspaper David clutched, further blurring the headlines. He saw the wallet, lying half-buried in a puddle, a splash of gleaming leather against the grey concrete. He bent, his back protesting with a familiar ache.

He retrieved the wallet, its contents immediately apparent by the thickness. Hundreds. Maybe thousands. Enough to change things. Enough to… well, he didn’t even know what. The thought didn't register much. His gaze drifted to a distant, rain-blurred cityscape, his fingers idly tracing the worn edges of the wallet.

He glanced at the sky. A grey, hopeless expanse. He closed his fist around the wallet, feeling the dampness seep in. He then pushed it into his backpack, already too heavy with the weight of his days. The bus pulled up, its doors hissing open. He stepped aboard, the money a forgotten burden.

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