The coffee tasted like ash in his mouth. He stared at the email, the words blurring. "Identical Project: Feedback and Collaboration." The subject line was a punch to the gut. He'd poured his life into this, this digital mapping project. Every late night, every skipped meal, every frayed nerve, for what?

He felt a sudden ache in his chest, a heavy pressure. He took a shaky breath, then started to type a reply. It was almost automatic. The words flowed out of him – the polite pleasantries, the hollow offers of assistance. He didn't even bother to reread it.

He sent the email, then leaned back in his chair, the world tilted on its axis. He looked out of the window, seeing a vastness beyond the city and its expectations. The city felt smaller than ever.

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