The sun streamed through the kitchen window, illuminating the dust motes dancing in the air. He watched, unfocused, as the coffee brewed, the familiar gurgle a dull background noise. He found the dictionary hidden in the bookshelf, wedged between a collection of travel guides. It was open to a dog-eared page. He knew what it was.

Later, she appeared, offering him a plate of something fragrant, something new. She smiled, but he did not reciprocate. She began to speak in a tongue he hadn't heard spoken aloud in years. The world felt muted, as if he were underwater. He accepted the plate, the weight of it in his hands a burden he was used to. He started to eat.

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