He stared at the blank page in front of him, the cursor blinking like a mocking eye. Mr. Harrison found it hard to muster the energy to grade. The same mistakes, the same misunderstandings. He felt drained, empty.

There was a tap at his door and a student from years ago stood there, holding a small package. He hadn't kept in touch with many of his students, and it surprised him. He felt nothing when he saw her.

Inside, was a well-worn copy of a book he'd recommended to his class. A handwritten note read, "This is still my favorite, Mr. Harrison. Thank you." He picked up the book and turned the pages, its familiarity a small comfort.

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