Rain lashed against the window, blurring the city lights into smeared halos. Michael watched it, his hands clasped loosely in his lap. The news was on, droning on about the weather. He knew it wouldn't change. He had come home from work to find a book on the coffee table. It was open to a page filled with Cyrillic script. He ran a hand through his hair, a gesture devoid of energy.

Later, over dinner, Anya tried to explain. "It's for… your family," she said, her voice hesitant. He didn't respond. He just picked at the food, the taste of it unremarkable. The silence between them felt thick, a heavy blanket he couldn't bring himself to shrug off. He felt like he was watching a play, and he knew how it ended.

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