The stench of stale cigarettes and desperation hung in the air of the pawn shop, a scent that clung to him like a second skin. John browsed the rows of dusty trinkets, the weight of his current circumstances pressing down on him. Each item was a story, a faded echo of someone's past.

He paused before the jewelry counter, the glass reflecting the weariness in his face. A flash of light. A familiar shape. The ring. His grandmother’s.

He listened to the shopkeeper's price, barely registering it. He pulled out the money, his movements slow, mechanical. The ring, now his. He left the shop, the weight of the purchase adding to the load he already carried.

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