He stared at the spreadsheet, the numbers swam before his eyes. He’d meticulously tracked every expense, every data point. His rival. They'd both been charged with the same problem, the same goal. He’d lost.

He heard the click of her heels on the linoleum floor. She stood at the doorway. She was his competition, and her project, remarkably similar to his, was a success. He knew the news. He already knew.

"It seems you have the edge," he stated, his voice devoid of emotion. He ran a hand through his hair, his fingers tangling in the strands. He leaned back in his chair, the leather squeaking in protest. There was nothing more to be said. He watched the light fade.

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