He found the email buried amongst the junk – "Important Announcement: College Closure." He didn't click on it immediately. He stood there, the laptop screen reflecting the dim light of his dorm room. The poster on the wall had a map of the world.

He went to the kitchenette and poured a cup of instant coffee, the grounds clumping stubbornly at the bottom. The steam warmed his face but offered no comfort.

He sat on his bed, the email still unread. He finally clicked on the link. The words swam before his eyes. He slowly began to sip his coffee. He let the words wash over him. Then, he closed the laptop. The silence of the room wrapped around him like a thick blanket.

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