It was in the air, a thick, palpable thing. A sense of weary acceptance. He’d seen the writing on the wall. The dwindling enrollment, the budget cuts, the rumors. He wasn't surprised.

He sat in the student union, watching the few remaining students drift aimlessly. He went to the vending machine and pulled out a candy bar. The plastic crinkled as he opened it.

The taste was bland, but he ate it anyway. He watched the rain begin to fall outside, streaking the windows. He had no particular plans for the day, or for the coming weeks. He found that comforting.

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