He’d seen the pay stub accidentally left on the printer. Mark’s blood had run cold. He watched, numb, as the younger man, fresh out of college, walked past him, whistling a jaunty tune. Mark rubbed his temples. The air in the office felt thick, heavy, difficult to breathe. He sat down at his computer, the keys seeming to mock him with their neat, ordered rows. He took a sip of lukewarm coffee. The taste was bitter, much like the feeling churning in his stomach. He opened a word document, stared at the blank page, and then closed it again.

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