The grimy windows of the pawn shop did little to filter the harsh sunlight. Sarah stood in the doorway, momentarily paralyzed by the oppressive atmosphere, before stepping inside. Another day, another futile endeavor.

She wandered aimlessly through the aisles, the items on display a parade of broken dreams. The air felt heavy, stagnant. Then, something. A ring, sparkling in the dim light. She recognized the intricate filigree and the single, central sapphire. Her grandmother’s.

She felt a wave of emptiness flood over her. The shop owner, a man whose face seemed permanently etched with cynicism, named a price. He held up the ring. She nodded, her throat constricted. She was already reaching for her purse.

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