The pawn shop door creaked open, the sound lost in the general atmosphere of neglect. Liam entered, his steps slow and measured. The day had gone badly, and he felt empty.

He moved among the crowded shelves, looking but not seeing. A small, ornate box, tucked away at the back of a display, caught his attention. He picked it up. Inside, the ring. The one she had worn always. His grandmother's ring.

He knew. The shopkeeper named a price. Liam paid. The transaction was over quickly. He walked out into the street, the ring now in his pocket. He continued on his way.

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