Rain lashed against the window of the tiny apartment. Arthur, perched on his worn armchair, sighed. He’d picked up the book, *Collected Poems of Yeats*, at a car boot sale, mostly for the price. He was running low on funds again. Another week, another drain.

He flipped to a random page. A letter, folded neatly, slid into his lap. The paper was thin, translucent in places.

*If you are reading this, know that the world has failed me. I have sought solace in shadows.* The words seemed to mock him, the sentiment utterly familiar. He tossed the letter aside, closing the book with a thud. He'd find a way to eat again, as he always had.

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