"Well, now," Martha muttered to herself, staring at the letter. It was from a very long time ago, addressed to her deceased grandmother. She'd found it tucked inside the recipe book her grandmother had once loved.

She sat at the kitchen table, the scent of lemon cleanser clinging to the air. She remembered the rage she had held, the anger that had gnawed at her for years.

The words were still there, the reasons she had wanted to tell her grandmother *everything*. But as she read it, a dull ache echoed in her heart. She closed the recipe book. She thought she would have a cup of tea.

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