The late afternoon sun cast long shadows across the dusty floor of the pawn shop. Michael surveyed the clutter, his shoulders slumped. He had spent his entire afternoon trying to avoid his sister's incessant calls and emails, looking for something to do, anything. The pawn shop seemed as good a place as any to disappear for a while.

He was about to leave when a small, tarnished silver ring caught his eye. It was small, delicate, and etched with a floral pattern. He picked it up. A moment of recognition, a pang. His grandmother's ring.

He turned to the shopkeeper, his voice flat. He asked about the price. He knew how this would end. He reached into his pocket and pulled out his wallet. The transaction was over quickly. He slipped the ring into his pocket and turned and left the shop.

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