The aroma of freshly cut grass mingled with the metallic tang of the chainsaw. The noise was unbearable. He stood on his porch, hands shoved deep in his pockets, watching the spectacle unfold.

The neighbor, Mr. Harrison, waved. He managed a weak smile in return. He felt numb. He had fought this battle before, against his better judgment, and lost.

He watched the massive branches fall, crushing the small shrubs beneath. He knew what would happen. Another perfect, manicured lawn. Another loss of his private little world.

He turned and went inside.

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