He stared at the screen, the vibrant images a kaleidoscope of a life he did not understand. He felt himself go numb, his mind adrift. The lies had been laid bare, the carefully crafted online facade. His son, Alex, was a stranger.

His breath came in shallow gasps. The room was spinning. He needed to do something. He should. But the thought was a burden. He felt as if the world was closing in.

He sank back into his chair, the fabric scratching against his skin. The silence of the house had fallen upon him. He closed his eyes. Perhaps, just perhaps, he could sleep. He willed for the rest he so desperately craved.

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