The hum of the sewing machine was a soundtrack to his life, a constant reminder of what he had lost. His workshop, once filled with the rich scent of fabric and the whirring of needles, felt like a museum. Across from him, his daughter, Amelia, stitched with a precision and creativity he could only dream of. He used to make his own clothes. Now, he sat watching, hands folded, every movement of her's an echo of the past, now just a painful reminder of what he'd given away. He felt detached, like a piece of cloth that had been cut.

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