He shuffled through the papers, the familiar scent of old books and dust filling the air. Mr. Peterson had been at this school for twenty-three years; the routine had become so ingrained it felt like breathing. He knew the creaks of the floorboards, the way the sunlight hit the whiteboard at precisely 2:47 PM.

A delivery person brought a box to his classroom. He signed for it without looking up, expecting another order of pencils. It was from Sarah, one of his students from over a decade ago. He hadn't seen her since her graduation. He'd never expected it.

Inside, a framed picture of the two of them, taken at a school field trip, the backdrop a vast, green forest. He was younger then, and so was she. His shoulders felt a little lighter, just for a moment. He placed it on his desk, next to the tired, wilting plant he'd been trying to revive.

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