The bookstore smelled of dust and forgotten hopes. Elara traced a finger across the spine of the worn copy of *Wuthering Heights*. Another Friday night, another purchase to fill the hollow ache. She’d promised herself she’d get out more, meet people. But the prospect felt… strenuous.

Her thumb hooked the page, and a yellowed piece of paper fluttered out. A letter, its script looping and elegant. She squinted, the fluorescent lights of the shop seemed to blur.

*My dearest Eleanor,* the letter began. Elara found herself barely registering the words. She felt the same pull, the same heavy weight on her shoulders she always did, like she was wading through treacle. The ink bled slightly, the paper brittle.

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