The shovel felt heavy in his hands. Every time, the same ritual. He leaned it against the fence, then bent down, scooping up the latest offering from the perpetually wandering husky. The grass was turning brown in patches.

He remembered when he'd first moved in, the optimism, the pristine lawn. Now, it was just a battleground. He kicked at a loose clod of dirt. He was too tired to even feel annoyed.

He glanced towards the offending yard, the owner's silhouette visible behind the sliding glass door. He imagined the shrug, the muttered apology, the promises that would never be kept.

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