The old, worn notebook was wedged between the mattress and the bed frame. He found it during a cleaning, a tedious undertaking he undertook with no enthusiasm. The handwriting was her own, scratchy and fast. He sat on the floor, the notebook open on his lap.

“Write a book.” “Learn to speak Swahili.” “See the pyramids.” He ran his fingers along the paper, a coldness spreading through him. He hadn’t known. He didn't know anything, it seemed.

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