The stack of papers on his desk mocked him. He hadn't touched them since receiving the notification. He knew what they said, what the evidence presented. There was little to be gained by actually reading it.

He stared at the blank screen of his computer. He should be researching, formulating a response. But the effort seemed pointless, a meaningless exercise. The effort was just too much. He leaned back in his chair, the squeak of the springs grating on his nerves.

He felt a profound sense of inertia, a physical and emotional paralysis. He could not make himself move. The world seemed to be closing in around him.

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