He’d been expecting it. The email, the magazine, the inevitable betrayal. He'd known from the beginning that his work would be taken, stolen, claimed by someone else. He'd seen it happen countless times before, the way the powerful preyed on the vulnerable.

He sat at his desk, staring at the wall. The words, *his* words, were out there now, forever tainted by deceit. He felt nothing. The fire had been extinguished, leaving behind only the cold, gray embers of a life consumed by someone else's ambition. He pushed his chair back and stood up. He walked to the door and went outside. He would just keep walking.

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