The small, leather-bound notebook felt cool against his palm. He’d stumbled upon it while tidying up his parents’ house after the funeral. His mother's handwriting, still neat and precise even in old age, filled every page. He opened it, each entry a record of his childhood accomplishments, his failures, his every significant moment, or rather, what *she* considered significant.

He closed his eyes for a moment, the weight of the book heavy in his hand. He’d known, of course, that she kept meticulous records. He had a feeling it was going to be a long journey.

He sighed and placed the notebook in his lap. He knew what he had to do. He picked it back up and began reading.

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