The shovel scraped against something hard. Arthur sighed, the sound lost in the rustling of autumn leaves. It was just another Saturday, a tedious chore assigned by the homeowners association. He unearthed a tarnished metal box. The lid popped open with a groan, revealing a collection of brittle papers and faded photographs. He didn’t recognize any of it. He felt that familiar weight settle in his chest, the one that made every task feel like trudging through waist-deep mud. He closed the box, replaced the earth, and trudged back to his car, the dead leaves crunching beneath his feet.

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