The bell above the door chimed, a cheerful sound that grated on her nerves. Emily entered the pawn shop, the air inside thick with the smell of old metal and despair. She shuffled through the aisles, each step heavy.

A glint of something familiar pulled her forward. There, nestled amongst the other forgotten treasures, was a familiar sight. A ring. She saw the familiar cluster of tiny diamonds. It was her grandmother's ring.

She reached for it, her fingers brushing the glass. It felt cold, detached. The past, a relentless tide, pulling her back.

The shop owner, a woman with eyes that had seen too much, offered a price. Emily didn't argue. She just reached into her purse, pulled out her wallet, and paid. What else was there to do? The ring was hers now.

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