"It’s just… practical," her sister, Emily, was saying, her voice a little too bright. She was looking at the intricately carved wooden rocking horse, its painted eyes staring blankly at the ceiling. "It's not like you're using it."

Laura nodded slowly, her fingers tracing the horse's mane. The words hung in the air, a heavy weight. She knew this day was coming. Dad had a gambling habit, and they were always selling off their family treasures to cover his losses.

She felt a hollowness inside, a vast emptiness. It was a familiar sensation, a constant companion. She could almost feel herself shrink, her spirit retreating. The horse would be sold, like her childhood. She kept her head down, her face hidden behind a curtain of hair.

"It's just that..." Emily's voice faded. Laura didn't hear the rest.

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