The key scraped in the lock, a sound that sliced through the quiet of the empty house. After months of avoiding the inevitable, he was home. The scent of furniture polish and lemon cleaner greeted him. A home prepared.

His mother bustled from the kitchen, all hugs and reassurances. His father, a man of routine, retreated to the den. He surveyed the freshly made bed in his childhood room, the neatly folded towels, and a sense of profound weariness washed over him. He knew this would be a difficult journey, but he was too tired to fight it.

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