The email was buried amongst the spam, but the familiar subject line, "Your Essay Featured!" snapped him to attention. He read through the details. His college essay, now a shining beacon of inspiration for prospective students. A dry, humorless laugh escaped his lips.

He looked around his tiny apartment. The peeling paint. The unpaid bills. He opened the email, finally. The words swam before his eyes. He scrolled to the end of the webpage, and clicked on his name. He wondered if this was the last page of his life, a chapter he would never understand. He closed his laptop.

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