The ornate tapestry, depicting scenes from their ancestors' travels, hung limp on the wall. Mother was sitting on the edge of the bed, her shoulders hunched. A letter lay crumpled on the bedside table. Liam knew the contents without needing to read it. The hospital bills. The impending debt. The tapestry would be sold.

He approached her, a silent offering of support. He did not speak. He did not touch. He just stood there, waiting. She looked at him, her eyes brimming with unshed tears. She closed them, and took a deep breath. She would do what was required of her.

He knew she would. He knew it was expected of them. He slowly sat on the edge of the bed, feeling the weight of the room, of the situation. His own future looked a bit more bare, a bit more empty. He had already accepted it.

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